Phellodon is a genus of ectomycorrhizal fungi with important ecological roles and exploitable biological activities. In this study, four new species of Phellodon, P. caesius, P. henanensis, P. concentricus and P. subgriseofuscus, are described from China based on morphological characters and molecular evidence. The phylogenetic analyses of Phellodon were carried out based on the ITS + nLSU gene regions and the combined sequence dataset of ITS + nLSU + nSSU + RPB1 + RPB2 gene regions. Phellodon caesius is characterized by its dark bluish-grey, dark grey to black grey pileus, ash grey to dark bluish-grey spines, and the presence of both simple septa and clamp connections on generative hyphae of stipe. Phellodon concentricus is characterized by its zonate pileal surface, dark grey context in pileus, and spongy basidiomata. Phellodon henanensis is characterized by its ash grey, light vinaceous grey to light brown pileal surface, thin context in pileus, and the presence of both simple septa and clamp connections on generative hyphae of spines. Phellodon subgriseofuscus is characterized by its fuscous to black pileal surface, white to light brown spines, and vinaceous grey context. Illustrated descriptions and the ecological habits of the novel species are provided. Phellodon P. Karst., a genus of Bankeraceae, is a kind of stipitate hydnoid fungi. It was established by Petter Adolf Karsten in 1881 and typified by P. niger (Fr.) P. Karst [Phellodon are characterized by basidiome pileate and stipitate; pileus white to yellow-brown or grey-brown in various hues or olivaceous to black; basidia clavate, 4-spored, without basal clamp; spores broadly ellipsoid to subglobose, spinulose; cystidia lacking; odor of fenugreek when dried [en dried .Phellodon are a group of ectomycorrhizal fungi with important ecological roles [Phellodon have exploitable biological activity. Stadler and Anke [Phellodon melaleucus (Sw. ex Fr.) P. Karst. and isolated a new antibiotic Phellodonic Acid from it. Reekie et al. [Phellodon melaleucus and proposed the chemoenzymatic total synthesis of phellodonic acid. Fang et al. [Phellodon niger. Therefore, taxonomic and phylogenetic studies on Phellodon can lay the foundation for exploring their ecological functions and biological activities.Species in al roles . The symal roles . As signal roles . They caal roles . In addiand Anke  conductee et al.  isolatedg et al.  isolatedPhellodon in his tribe Mesopus, section Lignosa, which was made to include all tough mesopodous species of the Hydnaceae [Phellodon were considered members of Hydnaceae. In 1961, Donk established Bankeraceae and made Bankera Coker and Beers and Phellodon members of the family [Bankera fuligineoalba (J.C. Schmidt) Pouzar, the typified species of Bankera, to Phellodon. Since then, Bankera has been incorporated into Phellodon. From 1956 to 2005, morphological characteristics of Phellodon were systematically and deeply studied in North America and Europe [Hydnellum, Phellodon, and Sarcodon. They conducted a phylogenetic study based on ITS sequence and proved that Phellodon is independent of Hydnellum and Sarcodon. Li [Phellodon. It was the first analysis of the family based on multigene sequences, but the number of species included in this phylogenetic analysis is relatively limited because many species do not have available sequences. In recent years, taxonomic and phylogenetic studies of Phellodon have been carried out in China, and multiple gene fragments of Phellodon have been provided. Song et al. [Phellodon from southern China and provided the available sequences of nLSU, the small subunit of nuclear ribosomal RNA gene (nSSU), the small subunit of mitochondrial rRNA gene (mtSSU), the largest subunit of RNA polymerase II (RPB1), and RPB2 genes of Phellodon. Phylogenetic trees were constructed based on the combined ITS + nLSU + nSSU + RPB1 + RPB2 sequences, which confirmed the affinities of three new species and reveal the relationships of Phellodon species [http://www.indexfungorum.org/ (accessed on 26 April 2022)). So far, eight species of Phellodon have been described in China [Fries originally placed the species of ydnaceae . At thate family . Baird ee family  recombind Europe ,22. Subsd Europe ,23,24,25d Europe  reevaluaodon. Li  conducteg et al.  describe species . About 3in China ,28,29, wPhellodon were collected. In the current study, the phylogenetic analyses of Phellodon were carried out based on the ITS + nLSU gene regions and the combined sequence dataset of ITS + nLSU + nSSU + RPB1 + RPB2 gene regions. Subsequent morphological and molecular studies uncovered four undescribed species. These species are described and illustrated below.Macrofungi have important ecological and economical values. The species diversity, taxonomy, and phylogeny of macrofungi have been extensively investigated in recent years, and many new species have been discovered ,45,46,47The specimens used in this study were collected during the annual growing season of macrofungi. At the same time, the specimen information, host trees, ecological habits, location, altitude, collector, and date were recorded, and photos of the fruiting bodies and growth environment were taken. The location information and ecological habits of the specimens mentioned above are stated in the results section. All samples examined in this study were deposited at the herbaria of the Institute of Microbiology, Beijing Forestry University, China (BJFC). Micro-morphological data were obtained from dried specimens and observed under a light microscope  following methods in Liu et al. .L = mean spore length, W = mean spore width, Q = L/W ratio, n (a/b) = number of spores (a) measured from given number of specimens (b). A field Emission Scanning Electron Microscope (FESEM) Hitachi SU-8010  was used to film the spore’s morphology, and the materials were studied at up to 1800 times magnification, according to the method by Sun et al. [Samples for microscopic examination were mounted in Cotton Blue, Melzer and 5% potassium hydroxide (KOH), separately. Basidiospores were measured from sections cut from the spines. The following abbreviations are used: IKI, Melzer’s reagent; IKI–, neither amyloid nor dextrinoid; KOH, 5% potassium hydroxide; CB, Cotton Blue; CB–, acyanophilous; n et al. .A CTAB plant genome rapid extraction kit-DN14  was employed for DNA extraction from dried specimens. The extracted DNA were used to perform the polymerase chain reaction (PCR) according to the manufacturer’s instructions with some modifications ,40. The Phellodon were analyzed by the datasets of combined ITS + nLSU sequences and ITS + nLSU + nSSU + RPB1 + RPB2 sequences. The ITS + nLSU sequences were used to infer the phylogeny of Phellodon. The 5-gene datasets more specifically showed the differences between Phellodon species. The sequences generated in this study and retrieved from GenBank were combined with ITS, nLSU, nSSU, RPB1, and RPB2 sequences of Phellodon and outgroups. Amaurodon aquicoeruleus Agerer (UK 452) and A. viridis (Alb. and Schwein.) J. Schröt (TAA 149664) were used as the outgroups, according to Song et al. [The phylogenetic relationships of g et al. . The datg et al.  and manug et al. . Alignmeg et al. . The conröt TAA 1664 were g et al. , under hg et al. ,52. Phylg et al. ,40.www.phylo.org, accessed on 23 April 2022) with 2 independent runs, each one beginning from random trees with 4 simultaneous independent Chains, performing 2 million replicates, sampling one tree every 100 generations [Maximum parsimony (MP) analysis was performed in PAUP*version 4.0b10  with theerations . The firBranches that received bootstrap supports for MP, ML greater than or equal to 50% and Bayesian inference (BI) greater than or equal to 0.95 were considered as significantly supported. Phylogenetic trees were visualized using FigTree v1.4.2.The combined ITS + nLSU dataset included sequences from 81 fungal samples representing 35 taxa. The dataset had an aligned length of 2244 characters, including gaps , of which 1564 characters were constant, 69 were variable and parsimony-uninformative, and 611 were parsimony-informative. Maximum parsimony analysis yielded 1205 equally parsimonious trees . The best models for each region of the combined ITS + nLSU sequence dataset estimated and applied in the Bayesian analysis were both GTR + I + G models. Bayesian and ML analysis resulted in a topology similar to that from MP analysis. The Bayesian analysis resulted in a concordant topology with an average standard deviation of split frequencies = 0.005071. Only the MP tree is provided in The combined 5-gene ITS + nLSU + nSSU + RPB1 + RPB2 dataset included sequences from 81 fungal samples representing 35 taxa. The dataset had an aligned length of 5597 characters, including gaps , of which 4513 characters were constant, 199 were variable and parsimony-uninformative, and 885 were parsimony-informative. Maximum parsimony analysis yielded 2389 equally parsimonious trees . The best-fit evolutionary models applied in Bayesian analyses were selected by jModelTest for each region of the five genes, the model for ITS, nLSU, nSSU, RPB1, and RPB2 was GTR + I+ G with an equal frequency of nucleotides. Bayesian and ML analysis resulted in a topology similar to that from MP analysis. The Bayesian analysis resulted in a concordant topology with an average standard deviation of split frequencies = 0.004330. Only the MP tree is provided in Phellodon. The four new species P. caesius, P. concentricus, P. henanensis, and P. subgriseofuscus formed distinct well-supported lineages distant from other species of Phellodon.Both the ITS + nLSU dataset and the ITS + nLSU + nSSU + RPB1 + RPB2-based phylogenetic tree  confirmePhellodon caesius B.K. Cui & C.G. Song, sp. nov., MycoBank: 846978Diagnosis—Differs from other Phellodon species by its bluish-grey, dark grey to black grey pileus, ash grey to dark bluish-grey spines, and the presence of both simple septa and clamp connections on generative hyphae of the surface layer of stipe.Etymology—caesius (Lat.), refers to the bluish-grey pileus.Holotype—CHINA. Sichuan Province, Xiaojin County, on the ground of forest dominated by Quercus aquifolioides, alt. 3320 m, 3 September 2021, Cui 18734 (BJFC 045001).Fruitbody—Basidiomata annual, centrally or eccentrically stipitate, single to concrescent, with a light fenugreek odor when dry. Pileus slightly convex in the middle, plicate, up to 3.6 cm in diam, and 0.7 cm thick at the center. Pileal surface bluish-grey, dark bluish-grey to black grey when fresh and becoming pale mouse grey to mouse grey upon drying, azonate, fibrillose to spongy; margin white to ash grey when fresh, and becoming pale mouse grey upon drying, up to 2 mm wide. Context tough, dark violet to dark grey upon drying, up to 3 mm thick. Spines soft, white, ash grey to dark bluish-grey when fresh, becoming fragile, pale mouse grey to ash grey upon drying, up to 2 mm long. Stipe cylindrical, glabrous, dark grey to black in outer layer, black in the inner layer, up to 2.2 cm long, 1.2 cm in diam. Hyphal structure—Hyphal system monomitic; generative hyphae in context, spines, and the inner layer of stipe with simple septa, generative hyphae in the surface layer of stipe mostly with simple septa, occasionally with clamp connections; all the hyphae IKI–, CB–; tissues turned olive green in KOH. Generative hyphae in context clay-buff, thick-walled, rarely branched, regularly arranged, 2.5–5 µm in diam. Generative hyphae in spines dark clay-buff, thick-walled, occasionally branched, regularly arranged, 2–3.5 µm in diam. Generative hyphae in the inner layer of stipe clay-buff to fuscous, thick-walled, rarely branched, regular arranged, 3–5 µm in diam; generative hyphae in the surface layer of stipe fuscous, thick-walled, branched, interwoven, 3–6 µm in diam. Cystidia—Cystidia and other sterile hyphal elements absent. Basidia—Clavate, bearing four sterigmata and a basal simple septum, 29–53 × 5.5–7 µm; sterigmata 2–5.5 µm long; basidioles similar to basidia in shape, but slightly smaller. Spores—Basidiospores subglobose to globose, hyaline, thin-walled, echinulate, IKI–, CB–, 4–5.6(–6) × (3.8–)4–5.2 µm, L = 4.87 µm, W = 4.48 µm, Q = 1–1.25 . Additional specimen (paratype) examined—CHINA. Sichuan Province, Xiaojin County, on the ground of forest dominated by Quercus aquifolioides, alt. 3320 m, 3 September 2021, Cui 18735 (BJFC 045002).Ecological habits—P. caesius was found on the ground of forest dominated by trees of Quercus aquifolioides, under a temperate climate at high altitude regions in Southwest China.Phellodon concentricus B.K. Cui and C.G. Song, sp. nov., MycoBank: 846979 Diagnosis—Differs from other Phellodon species by its zonate pileal surface, dark grey context in pileus, and spongy basidiomata.Etymology—concentricus (Lat.), refers to the concentric bands on pileal surface.Holotype—CHINA. Yunnan Province, Yuxi County, Xinping, Mopanshan Forest Park, on the ground of forest dominated by Quercus sp., alt. 2088 m, 14 August 2019, Dai 20403 (BJFC 032071).Fruitbody—Basidiomata annual, centrally or eccentrically stipitate, single to concrescent, with a strong fenugreek odor when dry. Pileus depressed, circular to irregular, up to 4.5 cm in diam, 0.3 cm thick at the center. Pileal surface deep olive to mouse grey upon drying, zonate, fibrillose to spongy at the center; margin fuscous to black upon drying, up to 5 mm wide. Context tough, dark grey upon drying, up to 1 mm thick. Spines soft when fresh, becoming fragile, ash grey upon drying, up to 2.5 mm long. Stipe cylindrical, spongy, deep olive, fuscous to black, up to 2.5 cm long, 1 cm in diam.Hyphal structure—Hyphal system monomitic; generative hyphae with simple septa; all the hyphae IKI–, CB–; tissues turned light yellow-green to olive green in KOH. Generative hyphae in context dark yellowish-green, thick-walled, rarely branched, regularly arranged, 3–6.5 µm in diam. Generative hyphae in spines yellowish-brown to dark brown, slightly thick-walled, branched, regularly arranged, 2–4.5 µm in diam. Generative hyphae in stipe dark olive-green to black, thick-walled, rarely branched, regularly arranged, 2–6 µm in diam. Cystidia—Cystidia and other sterile hyphal elements absent.Basidia—Clavate, bearing four sterigmata and a basal simple septum, 25–44 × 5.2–6.8 µm; sterigmata 3.5–6 µm long; basidioles similar to basidia in shape but slightly smaller.Spores—Basidiospores subglobose to globose, hyaline, thin-walled, echinulate, IKI–, CB–, 5–6.2 × 4.5–5.5(–5.7) µm, L = 5.48 µm, W = 4.99 µm, Q = 1–1.22 .Additional specimen (paratype) examined—CHINA. Yunnan Province, Yuxi County, Xinping, Mopanshan Forest Park, on the ground of forest dominated by Quercus sp., alt. 2088 m, 14 August 2019, Dai 20401 (BJFC 032069).Ecological habits—P. concentricus was found in forest dominated by trees of Quercus sp., under a subtropical climate.Phellodon henanensis B.K. Cui and C.G. Song, sp. nov., MycoBank: 846980Diagnosis—Differs from other Phellodon species by its ash grey, light vinaceous grey to light brown pileal surface, thin context in pileus, and the presence of both simple septa and clamp connections on generative hyphae of spines.Etymology—henanensis (Lat.), refers to the holotype locality of the species in Henan Province.Holotype—CHINA. Henan Province, Luanchuan County, Laojun Mountain, Jindian, on the ground of mixed forest, alt. 2000 m, 8 September 2020, Chen 463 (BJFC 045003). Fruitbody—Basidiomata annual, eccentrically stipitate, usually solitary, with a fenugreek odor when dry. Pileus depressed or shallow infundibuliform, up to 2.2 cm in diam, 0.3 cm thick at the center. Pileal surface ash grey, light vinaceous grey to light brown when fresh and becoming dark brown to black upon drying, azonate, fibrillose; margin cream to light brown when fresh, and becoming apricot-orange upon drying, up to 3 mm wide. Context tough, greyish-brown, up to 1 mm thick. Spines soft, ash grey to light brown when fresh, becoming fragile, vinaceous grey to greyish-brown upon drying, up to 1 mm long. Stipe cylindrical, glabrous, pale greyish-brown to pale mouse grey, up to 1.3 cm long, 0.2 cm in diam. Hyphal structure—Hyphal system monomitic; generative hyphae in context and stipe with simple septa, generative hyphae in spines mostly with simple septa, occasionally with clamp connections; all the hyphae IKI–, CB–; all tissues turned olive green in KOH. Generative hyphae in context hyaline to clay-buff, thick-walled, occasionally branched, regularly arranged, 2–6 µm in diam. Generative hyphae in spines hyaline to clay-buff, thin-walled, occasionally branched, regularly arranged, 2–4 µm in diam. Generative hyphae in stipe occasionally hyaline to dark brown, thick-walled, branched, regularly arranged, 2.5–5 µm in diam. Cystidia—Cystidia and other sterile hyphal elements absent. Basidia—Clavate, bearing four sterigmata and a basal simple septum, 24–46 × 4.5–5.5 µm; sterigmata 2–5 µm long; basidioles similar to basidia in shape, but slightly smaller. Spores—Basidiospores subglobose to globose, hyaline, thin-walled, echinulate, IKI–, CB–, (3.2–)3.8–5 × (3–)3.5–4.5(–4.8) µm, L = 4.17 µm, W = 3.84 µm, Q = 1–1.31 . Additional specimen (paratype) examined—CHINA. Henan Province, Luanchuan County, Laojun Mountain, Jindian, on the ground of mixed forest, alt. 2000 m, 8 September 2020, Chen 465 (BJFC 045004).Ecological habits—P. henanensis was found on the ground with a thin layer of moss, under a warm temperate continental monsoon climate.Phellodon subgriseofuscus B.K. Cui and C.G. Song, sp. nov., MycoBank: 846981Diagnosis—Differs from other Phellodon species by its fuscous to black pileal surface, white to light brown spines, and vinaceous grey context.Etymology—subgriseofuscus (Lat.), refers to the new species resembling P. griseofuscus in morphology.Holotype—CHINA. Gansu Province, Zhangye, Qilianshan Nature Reserve, Sidalong belay station, on the ground of forest dominated by Picea crassifolia, alt. 3000 m, 4 September 2018, Dai 18993 (BJFC 027462). Fruitbody—Basidiomata annual, eccentrically stipitate, single to concrescent, with a fenugreek odor when dry. Pileus circular to irregular, up to 4.8 cm in diam, 1.2 cm thick at the center. Pileal surface fuscous to black when fresh and becoming dark brown to fuscous upon drying, zonate, glabrous, with radially aligned stripes; margin white to dark brown when fresh, and becoming white to cream upon drying, up to 3 mm wide. Context tough, vinaceous grey upon drying, up to 3 mm thick. Spines soft, white to light brown when fresh, becoming fragile, cream to buff-yellow upon drying, up to 2.5 mm long. Stipe cylindrical, glabrous, greyish-brown, dark brown to fuscous, up to 3.3 cm long, 1.5 cm in diam. Hyphal structure—Hyphal system monomitic; generative hyphae with simple septa; all the hyphae IKI–, CB–; tissues turned olive green in KOH. Generative hyphae in context brown, thick-walled, rarely branched, regularly arranged, 2–6 µm in diam. Generative hyphae in spines hyaline to clay-buff, slightly thick-walled, branched, regularly arranged, 2–4 µm in diam. Generative hyphae in stipe hyaline to dark brown, thick-walled, occasionally branched, regularly arranged, 2–6 µm in diam. Cystidia—Cystidia and other sterile hyphal elements absent.Basidia—Clavate, bearing four sterigmata and a basal simple septum, 27–43 × 5–7 µm; sterigmata 2–5.5 µm long; basidioles similar to basidia in shape, but slightly smaller. Spores—Basidiospores subglobose to globose, hyaline, thin-walled, echinulate, IKI–, CB–, 4–5 × (3–)3.2–4.8 µm, L = 4.47 µm, W = 3.9 µm, Q = 1–1.41 . Additional specimen (paratype) examined—CHINA. Gansu Province, Zhangye County, Qilianshan Nature Reserve, Xishui belay station, on the ground of forest dominated by Picea crassifolia, alt. 2250 m, 3 September 2018, Dai 18982 (BJFC 027451).Ecological habits—P. subgriseofuscus was found on the ground of forest dominated by trees of Picea, under a continental alpine sub-humid mountain climate. This species grows in well-watered bryophytes.Phellodon from ChinaKey to species of 1.P. stramineusPileal surface straw buff-------------------------------------------------------------------------------1.Pileal surface differently colored--------------------------------------------------------------------22.Pileal surface blackish-blue to dark grey or bluish-grey to dark bluish-grey-------------32.Pileal surface differently colored--------------------------------------------------------------------43.P. atroardesiacusClamp connections exist in spines------------------------------------------------------------------3.P. caesiusClamp connections do not exist in spines---------------------------------------------------------4.Tissues color changed in KOH-----------------------------------------------------------------------54.P. subconfluensTissues color unchanged in KOH-------------------------------------------------------------------5.Pileal surface glabrous---------------------------------------------------------------------------------65.Pileal surface not glabrous----------------------------------------------------------------------------86.P. cinereofuscusPileal surface reddish-brown to cinnamon brown----------------------------------------------6.Pileal surface differently colored--------------------------------------------------------------------77.P. yunnanensisPileal surface clay pink to brown-------------------------------------------------------------------7.P. subgriseofuscusPileal surface fuscous to black-----------------------------------------------------------------------8.Clamp connections exist-------------------------------------------------------------------------------98.P. concentricusClamp connections absent----------------------------------------------------------------------------9.P. henanensisPileal surface ash grey, light vinaceous grey to light brown---------------------------------9.Pileal surface differently colored-------------------------------------------------------------------1010.Clamp connections exist in spines----------------------------------------------------------------1110.P. crassipileatusClamp connections do not exist in spines-------------------------------------------------------11.P. griseofuscusSpines brown after mature--------------------------------------------------------------------------11.P. perchocolatusSpines white after mature---------------------------------------------------------------------------Phellodon grouped together 3.5–4.5 in P. atroardesiacus vs. 4–5.6(–6) × (3.8–)4–5.2 in P. caesius [ic trees . Morphol to 2 mm ). Phelloiospores . Howeverin stipe . Phellody spines . Surpris caesius ).Phellodon concentricus is closely related to P. niger in our phylogenetic analyses  µm in P. concentricus [analyses . Morpholentricus ).Phellodon henanensis and P. confluens were clustered together and then grouped with P. subconfluens in our phylogenetic analyses 3.8–5 × (3–)3.5–4.5(–4.8) µm in P. henanensis [P. subconfluens is similar to P. henanensis in having a fenugreek odor when dry and short spines (up to 1 mm). However, P. subconfluens differs from P. henanensis by its greyish-buff, brownish-orange to reddish-brown pileal surface, cream to greyish-buff spines, and the smaller basidiospores size ((3.0–)3.1–4.1(–4.8) × (2.5–)2.9–3.5(–3.8) μm in P. subconfluens vs. (3.2–)3.8–5 × (3–)3.5–4.5(–4.8) µm in P. henanensis [analyses . Phellodnanensis ). Morphonanensis ).Phellodon subgriseofuscus is closely related to P. griseofuscus B.K. Cui and C.G. Song in our phylogenetic analyses , and clamp connections in generative hyphae of pileus and stipe [analyses . Morpholnd stipe .Phellodon species can be objectively revealed by combining traditional morphological observation with molecular systematics methods. In the past, only a few numbers of publications had used phylogenetic analyses of the Phellodon genus, and the majority of those studies had only used the ITS sequences of a few species [Phellodon based on 5-gene sequences (ITS + nLSU + nSSU + RPB1 + RPB2), which undoubtedly filled in the blank of multiple gene fragments of Phellodon. In this study, both ITS + LSU and ITS + LSU + SSU + RPB1 +RPB2 datasets share a similar topology with Song et al. [The diversity and evolutionary relationships of  species ,24,25,29 species ,28 condug et al. ,28 but wPhellodon species frequently grow beneath pine needles or oak leaves, which serve to prevent water loss, in damp woodlands covered in dense mosses. Specimens collected in China were gathered from forests of pinaceae, fagaceae, or mixed trees (Phellodon species are host-biased, providing an additional foundation for species discovery and identification. The specimens were collected from northeast, southwest, northwest, and central China at elevations ranging from 870 to 3320 m, which indicated that the genus is a widespread species.ed trees . It revePhellodon known from China. The identification and descriptions of stipitate hydnoid fungi in this paper can enrich the species diversity of Phellodon and promote the taxonomy and phylogeny of the genus. The combination of morphological and phylogenetic methods will contribute to the exploration of species diversity. Additionally, it suggested that other Phellodon species might be discovered by combining the evidence of morphological characters, molecular data, and ecological habits. A fully resolved phylogeny for species in Phellodon requires evolutionary information from more samples.With the addition of the species discussed above, there are now 12 taxa in


The closeness centrality and high frequency node are found to be the reactant cobalt tetracarbonyl hydride. In addition, betweenness centrality uncovers three reaction paths which have the products of aldehyde, CH2O, and CO2, respectively. The energy profile determines that the reaction path leading to aldehyde is energetically favored; thus, the reaction path for cobalt catalyzed hydroformylation is identified without kinetics. Hence, the proposed approach can act as a first step towards understanding the complex chemical reaction network and towards further kinetic understanding of the chemical reaction.Data science is introduced to identify the reactant, product, and reaction path in the chemical reaction network. Cobalt catalyzed hydroformylation is investigated where the reaction network is built  Data science is introduced to identify the reactant, product, and reaction path in the chemical reaction network. In view of how a chemical reaction network is formed, the network can be treated as a graph data structure.5,10 Additionally, it is reported that graph theory can be used in order to extract knowledge from a chemical network.11 Here, data science, particularly graph theory, is implemented in order to search the reaction paths in a chemical reaction network.Identifying the reaction path within a chemical reaction is a challenging task as a chemical reaction involves complex molecular interactions. For such situations, the introduction of first principles calculations gives insight towards the atomic level understanding of molecular interactions. In particular, the potential energy surface generated by first principles calculations elicits the details of the molecular interactions on an atomic scale.12,13 In particular, cobalt catalyzed hydroformylation is investigated for considering homogeneous catalysis as the details of the reaction process are rather complex.8,14,15 The chemical reaction network of cobalt catalyzed hydroformylation is constructed via first principles calculations where the atomic interactions of CO dissociated cobalt tetracarbonyl hydride HCo(CO)3 with ethylene (C2H4), hydrogen H2, and carbon monooxide (CO) are considered. Reaction paths in the chemical reaction network for cobalt catalyzed hydroformylation are sought for via data driven analysis based on graph theory.Hydroformylation is selected as the prototype reaction where the reaction involves the production of aldehydes from alkenes.16 AFIR induces chemical transformations by applying force and finds reaction paths based on the force-induced paths. The search is performed using the single-component algorithm of AFIR (SC-AFIR) starting from 200 initial structures produced by generating mutual positions and orientations among HCo(CO)3, CO, C2H4, and H2 randomly. Additionally, the model collision energy parameter γ of the AFIR method is set to 300 kJ mol−1, where γ defines an approximate upper limit of the barrier the artificial force can eliminate. During the search, additional weak force with γ = 0.65 kJ mol−1 is applied to all atom pairs in the system in order for the molecules to not separate too far in this system. All AFIR paths were reoptimized using the path optimization method using the locally updated planes (LUP) method, where the network of LUP paths are discussed below.17 The traffic volume is an index showing the total amount of population influx to and outflux from each local minimum within the simulation time tMAX. Therefore, local minima having large traffic volume values are regarded to be kinetically important. The traffic volume Λi is computed for all local minimum structures, and paths are searched preferentially from those having large values.9 For the traffic volume calculations, the initial population is evenly distributed to local minimum structures having the same bond connectivity to the initial species where the reaction time tMAX was set to 3600 seconds, the reaction temperature set to 300, 400, and 500 K, and the model temperature parameter TR set to 4000 K.9 The search is terminated when the latest N successful paths do not update the structural types of the top M traffic volumes, where N and M were set to ten and three times, respectively, of the total number of atoms in the system, a structural type stands for a group of local minimum structures having the same bond connectivity pattern and a successful path corresponds to a path connecting different structural types. All electronic structure calculations are done by the Gaussian 16 program where the ωB97X-D functional and LanL2DZ basis set are implemented.18 All structural displacements were taken by a development version of the GRRM program .19 Note that the generated data is a preliminary study of the chemical reaction created for data science applications and requires further study for a more, detailed understanding of the energetics of the chemical reaction. Details of the SC-AFIR method and the traffic volume index are described in previous work.9,16The chemical reaction path network is explored using the artificial force induced reaction (AFIR) method combined with first principles calculations.20,21 Force Atlas 2 is used for graph visualization while closeness centrality and betweenness centrality are implemented for graph analysis.20,22,23The chemical reaction network for cobalt catalyzed hydroformylation is investigated using data science and graph theory. The created reaction network is transformed into a directed graph where source and target nodes are defined as reactants and products, respectively. The activation energy barrier is represented as node edges and is reflected in edge weight. Gephi is then implemented for graph visualization and analysis.4 with H2 and C2H4 molecules, is found to be the node with the highest frequency within the map. Understanding which nodes have high frequency in the reaction network allows one to better understand the initial step taken within the reaction as high frequency indicates that many nodes visit this node. Given its frequency, one can therefore see that the molecules represented in node number 54 experience a high level of traffic within the network and thus can be seen as a key step of hydroformylation.Data analysis is performed on the data obtained from cobalt catalyzed hydroformylation reaction calculations. The data set consists of 8558 data points with the following information in the columns: reactant node number, product node number, equilibrium energy of the reactant, equilibrium energy of the product, and activation energy barrier. Node number and activation energy barrier are treated as nodes and edges in the network, respectively. The data is treated as a directed graph where reversing the node results in different activation energy barriers. Note that the data and corresponding structural information are listed in the ESI.20 Network visualization is informed by the continuous algorithm and is force-directed where nodes repel each other while edges attract their respective nodes, making node placement dependent on the other nodes present within the network. Network visualization is performed in order to represent the calculated hydroformylation reaction as a network. In particular, the Force Atlas 2 algorithm is used in order to visualize the network as shown in 22 In other words, one can consider that harmonic closeness centrality can help indicate energetically stable structures while betweenness centrality can help indicate key intermediate compounds in the reaction. Harmonic closeness demonstrates that node number 54 has the highest score, indicating that node 54 accesses many neighboring nodes and has good agreement with the observation that node 54 has the highest frequency within the network. Note that node 54 is colored in yellow in 4, the compound represented by node 54, has been previously reported to be an active catalyst for hydroformylation where the dissociation of CO from HCo(CO)4 is considered as the initial step for hydroformylation.24 Hence, analyzing closeness centrality helps determine the reactant within the calculated hydroformylation reaction network.Here, the question arises concerning how the reactant, product, and reaction paths connecting them will be identified within the reaction network as shown in 2O), and carbon dioxide (CO2), respectively. Given that hydroformylation is a reaction that produces aldehydes, this result therefore shows that betweenness centrality can be used to help identify reaction paths for aldehyde formation from node 54 (which contains HCo(CO)4) without kinetics.Similarly, betweenness centrality is investigated where the top 40 betweenness centrality nodes are selected and colored in red as shown in −1 is required when attempting to move from nodes 523 to 436. In the same fashion, paths (2) and (3) are analyzed via an energy profile. However, these paths encounter multiple high activation energy barriers and endothermic reactions when attempting to arrive at CH2O (node 1254) and CO2 (node 1517) in path (2) and path (3), respectively. Note that node 212 is not in top 40 ranking nodes with high betweenness centrality. Therefore, paths (2) and (3) (illustrated in Further details of paths (1), (2), and (3) in 4 + C2H4 + H2, (b) the intermediate region including node 194 which represents CH3CH2Co(CO)3 + CO + H2, including node 1078 which represents CH3CH2Co(CO)4 + H2, CH3CH2C(O)Co(CO)3 + H2, and (c) the final region which includes node 446 which represents HCo(CO)3 + CH3CH2CHO. This path shows agreement with the well-known Heck–Breslow mechanism, which justifies the use of this network in this study.14 Additionally, aldehyde is found in both the graph network and the kinetic study, where aldehyde is found to be produced at node 436 within the network while aldehyde is found to be produced at node 880 during the kinetic investigation. Thus, these results show that the kinetic study and chemical reaction network are both capable of finding nodes where aldehyde is produced.The chemical reaction network is then kinetically investigated in order to compare kinetics against the proposed reaction path created using graph theory. The kinetically most feasible path from node 54 to the most stable catalyst–product complex 880 is extracted from the network and depicted in Λi is used as an index to rank local minimum structures, the preference in a group that reaches equilibrium in a shorter timescale than tMAX is dependent on the Boltzmann distribution at TR. At the start of the search, only complexes among HCo(CO)3 + CO + C2H4 + H2 are considered and paths are computed from these structures. Once the structures in the intermediate region are found, searches are done preferentially from structures in the intermediate region since the structures in the initial region can transition to the intermediate region within tMAX. Finally, searches are done preferentially from structures in the final region since the structures in the initial and intermediate regions can transition to the final region within tMAX. It should be noted that many other possibilities that originate from the initial region are searched as the other regions are unknown at the start. This can account for why structures having the highest closeness centrality are found within the initial region. Node 54 is quasi-symmetric, having C PBM data was replaced with SVG by xgml2pxml:<glyph-data id="z.dbd" format="PBM" resolution="300" x-size="8" y-size="10" xml:space="preserve">00000000000000000000000000000000111111110000000011111111000000000000000000000000</glyph-data><svg xmlns="http://www.w3.org/2000/svg" version="1.0" width="13.200000pt" height="16.000000pt" viewBox="0 0 13.200000 16.000000" preserveAspectRatio="xMidYMid meet"><metadata>Created by potrace 1.16, written by Peter Selinger 2001-2019</metadata><g transform="translate scale" fill="currentColor" stroke="none"><path d="M0 440 l0 -40 320 0 320 0 0 40 0 40 -320 0 -320 0 0 -40z M0 280 l0 -40 320 0 320 0 0 40 0 40 -320 0 -320 0 0 -40z"/></g></svg>C and H–H almost on the plane of H, Co, and C in the axial CO, making it a possible transit point among other HCo(CO)4 + C2H4 + H2 complexes in the initial region. Therefore, the closeness centrality is useful for identifying the most important structure within the initial region. As noted, the SC-AFIR searched various possibilities originating from the initial region and created many local areas within the network. By definition, a node that has high betweenness centrality is a node that can be viewed as having more control in the network as many paths lead through it. Given this, structures that have high betweenness centrality should correspond to key intermediates within paths that connect to different areas of the network. Various different chemical transformations are able to be identified by tracing nodes having high betweenness centrality. Identifying possible intermediates, regardless of their kinetic importance, is very important for actual mechanism studies on chemical reactions. Hence, betweenness centrality can be powerful for identifying key intermediates. Chemical reaction network has become possible to create by combining the first principles calculation with data science. However, it has been a challenge to extract knowledge from the network due to the high complexity of the chemical reaction. Here, data science, graph theory in particular, is found to be a powerful approach for quickly extracting knowledge from the reaction network without any kinetics analysis. Thus, combining graph theory and the first principles calculations helps accelerate the determination of the reaction path in a chemical reaction network.Here, one can also understand that the closeness centrality and betweenness centrality of the network shown in 4. Furthermore, betweenness centrality reveals the 3 reaction paths which lead to the formation of aldehyde, CH2O, and CO2 where the energy profile indicates that the formation of aldehyde is energetically favored. Thus, it is proposed that data science accelerates identification of the reactant, product, and reaction path from the complex reaction network without kinetics. This approach would act as a first step for understanding a complex reaction network towards further kinetic understanding of a chemical reaction.In summary, data science is implemented to determine the reaction path in a calculated reaction network. In particular, cobalt catalyzed hydroformylation is selected as a prototype reaction where artificial force induced reaction within the first principles calculations is implemented to create a hydroformylation reaction network. Data science, graph theory, unveils the frequency of nodes as well as closeness centrality determining the reactant which is found to be cobalt tetracarbonyl hydride HCo(CO)K. T. performed network and data analysis. S. M. calculated the reaction network.There are no conflicts to declare.RA-011-D1RA03395F-s001RA-011-D1RA03395F-s002RA-011-D1RA03395F-s003RA-011-D1RA03395F-s004RA-011-D1RA03395F-s005RA-011-D1RA03395F-s006RA-011-D1RA03395F-s007RA-011-D1RA03395F-s008RA-011-D1RA03395F-s009RA-011-D1RA03395F-s010RA-011-D1RA03395F-s011RA-011-D1RA03395F-s012RA-011-D1RA03395F-s013RA-011-D1RA03395F-s014RA-011-D1RA03395F-s015RA-011-D1RA03395F-s016RA-011-D1RA03395F-s017RA-011-D1RA03395F-s018RA-011-D1RA03395F-s019RA-011-D1RA03395F-s020RA-011-D1RA03395F-s021RA-011-D1RA03395F-s022RA-011-D1RA03395F-s023RA-011-D1RA03395F-s024RA-011-D1RA03395F-s025RA-011-D1RA03395F-s026RA-011-D1RA03395F-s027RA-011-D1RA03395F-s028RA-011-D1RA03395F-s029RA-011-D1RA03395F-s030RA-011-D1RA03395F-s031RA-011-D1RA03395F-s032RA-011-D1RA03395F-s033RA-011-D1RA03395F-s034RA-011-D1RA03395F-s035RA-011-D1RA03395F-s036RA-011-D1RA03395F-s037RA-011-D1RA03395F-s038RA-011-D1RA03395F-s039RA-011-D1RA03395F-s040RA-011-D1RA03395F-s041RA-011-D1RA03395F-s042RA-011-D1RA03395F-s043RA-011-D1RA03395F-s044RA-011-D1RA03395F-s045RA-011-D1RA03395F-s046RA-011-D1RA03395F-s047RA-011-D1RA03395F-s048RA-011-D1RA03395F-s049RA-011-D1RA03395F-s050RA-011-D1RA03395F-s051RA-011-D1RA03395F-s052RA-011-D1RA03395F-s053RA-011-D1RA03395F-s054RA-011-D1RA03395F-s055RA-011-D1RA03395F-s056RA-011-D1RA03395F-s057RA-011-D1RA03395F-s058RA-011-D1RA03395F-s059RA-011-D1RA03395F-s060RA-011-D1RA03395F-s061RA-011-D1RA03395F-s062RA-011-D1RA03395F-s063RA-011-D1RA03395F-s064RA-011-D1RA03395F-s065RA-011-D1RA03395F-s066RA-011-D1RA03395F-s067RA-011-D1RA03395F-s068RA-011-D1RA03395F-s069RA-011-D1RA03395F-s070RA-011-D1RA03395F-s071RA-011-D1RA03395F-s072RA-011-D1RA03395F-s073RA-011-D1RA03395F-s074RA-011-D1RA03395F-s075RA-011-D1RA03395F-s076RA-011-D1RA03395F-s077RA-011-D1RA03395F-s078RA-011-D1RA03395F-s079RA-011-D1RA03395F-s080RA-011-D1RA03395F-s081RA-011-D1RA03395F-s082RA-011-D1RA03395F-s083RA-011-D1RA03395F-s084RA-011-D1RA03395F-s085RA-011-D1RA03395F-s086RA-011-D1RA03395F-s087RA-011-D1RA03395F-s088RA-011-D1RA03395F-s089RA-011-D1RA03395F-s090RA-011-D1RA03395F-s091RA-011-D1RA03395F-s092RA-011-D1RA03395F-s093RA-011-D1RA03395F-s094RA-011-D1RA03395F-s095RA-011-D1RA03395F-s096RA-011-D1RA03395F-s097RA-011-D1RA03395F-s098RA-011-D1RA03395F-s099RA-011-D1RA03395F-s100RA-011-D1RA03395F-s101RA-011-D1RA03395F-s102RA-011-D1RA03395F-s103RA-011-D1RA03395F-s104RA-011-D1RA03395F-s105RA-011-D1RA03395F-s106RA-011-D1RA03395F-s107RA-011-D1RA03395F-s108RA-011-D1RA03395F-s109RA-011-D1RA03395F-s110RA-011-D1RA03395F-s111RA-011-D1RA03395F-s112RA-011-D1RA03395F-s113RA-011-D1RA03395F-s114RA-011-D1RA03395F-s115RA-011-D1RA03395F-s116RA-011-D1RA03395F-s117RA-011-D1RA03395F-s118RA-011-D1RA03395F-s119RA-011-D1RA03395F-s120RA-011-D1RA03395F-s121RA-011-D1RA03395F-s122RA-011-D1RA03395F-s123RA-011-D1RA03395F-s124RA-011-D1RA03395F-s125RA-011-D1RA03395F-s126RA-011-D1RA03395F-s127RA-011-D1RA03395F-s128RA-011-D1RA03395F-s129RA-011-D1RA03395F-s130RA-011-D1RA03395F-s131RA-011-D1RA03395F-s132RA-011-D1RA03395F-s133RA-011-D1RA03395F-s134RA-011-D1RA03395F-s135RA-011-D1RA03395F-s136RA-011-D1RA03395F-s137RA-011-D1RA03395F-s138RA-011-D1RA03395F-s139RA-011-D1RA03395F-s140RA-011-D1RA03395F-s141RA-011-D1RA03395F-s142RA-011-D1RA03395F-s143RA-011-D1RA03395F-s144RA-011-D1RA03395F-s145RA-011-D1RA03395F-s146RA-011-D1RA03395F-s147RA-011-D1RA03395F-s148RA-011-D1RA03395F-s149RA-011-D1RA03395F-s150RA-011-D1RA03395F-s151RA-011-D1RA03395F-s152RA-011-D1RA03395F-s153RA-011-D1RA03395F-s154RA-011-D1RA03395F-s155RA-011-D1RA03395F-s156RA-011-D1RA03395F-s157RA-011-D1RA03395F-s158RA-011-D1RA03395F-s159RA-011-D1RA03395F-s160RA-011-D1RA03395F-s161RA-011-D1RA03395F-s162RA-011-D1RA03395F-s163RA-011-D1RA03395F-s164RA-011-D1RA03395F-s165RA-011-D1RA03395F-s166RA-011-D1RA03395F-s167RA-011-D1RA03395F-s168RA-011-D1RA03395F-s169RA-011-D1RA03395F-s170RA-011-D1RA03395F-s171RA-011-D1RA03395F-s172RA-011-D1RA03395F-s173RA-011-D1RA03395F-s174RA-011-D1RA03395F-s175RA-011-D1RA03395F-s176RA-011-D1RA03395F-s177RA-011-D1RA03395F-s178RA-011-D1RA03395F-s179RA-011-D1RA03395F-s180RA-011-D1RA03395F-s181RA-011-D1RA03395F-s182RA-011-D1RA03395F-s183RA-011-D1RA03395F-s184RA-011-D1RA03395F-s185RA-011-D1RA03395F-s186RA-011-D1RA03395F-s187RA-011-D1RA03395F-s188RA-011-D1RA03395F-s189RA-011-D1RA03395F-s190RA-011-D1RA03395F-s191RA-011-D1RA03395F-s192RA-011-D1RA03395F-s193RA-011-D1RA03395F-s194RA-011-D1RA03395F-s195RA-011-D1RA03395F-s196RA-011-D1RA03395F-s197RA-011-D1RA03395F-s198RA-011-D1RA03395F-s199RA-011-D1RA03395F-s200RA-011-D1RA03395F-s201RA-011-D1RA03395F-s202RA-011-D1RA03395F-s203RA-011-D1RA03395F-s204RA-011-D1RA03395F-s205RA-011-D1RA03395F-s206RA-011-D1RA03395F-s207RA-011-D1RA03395F-s208RA-011-D1RA03395F-s209RA-011-D1RA03395F-s210RA-011-D1RA03395F-s211RA-011-D1RA03395F-s212RA-011-D1RA03395F-s213RA-011-D1RA03395F-s214RA-011-D1RA03395F-s215RA-011-D1RA03395F-s216RA-011-D1RA03395F-s217RA-011-D1RA03395F-s218RA-011-D1RA03395F-s219RA-011-D1RA03395F-s220RA-011-D1RA03395F-s221RA-011-D1RA03395F-s222RA-011-D1RA03395F-s223RA-011-D1RA03395F-s224RA-011-D1RA03395F-s225RA-011-D1RA03395F-s226RA-011-D1RA03395F-s227RA-011-D1RA03395F-s228RA-011-D1RA03395F-s229RA-011-D1RA03395F-s230RA-011-D1RA03395F-s231RA-011-D1RA03395F-s232RA-011-D1RA03395F-s233RA-011-D1RA03395F-s234RA-011-D1RA03395F-s235RA-011-D1RA03395F-s236RA-011-D1RA03395F-s237RA-011-D1RA03395F-s238RA-011-D1RA03395F-s239RA-011-D1RA03395F-s240RA-011-D1RA03395F-s241RA-011-D1RA03395F-s242RA-011-D1RA03395F-s243RA-011-D1RA03395F-s244RA-011-D1RA03395F-s245RA-011-D1RA03395F-s246RA-011-D1RA03395F-s247RA-011-D1RA03395F-s248RA-011-D1RA03395F-s249RA-011-D1RA03395F-s250RA-011-D1RA03395F-s251RA-011-D1RA03395F-s252RA-011-D1RA03395F-s253RA-011-D1RA03395F-s254RA-011-D1RA03395F-s255RA-011-D1RA03395F-s256RA-011-D1RA03395F-s257RA-011-D1RA03395F-s258RA-011-D1RA03395F-s259RA-011-D1RA03395F-s260RA-011-D1RA03395F-s261RA-011-D1RA03395F-s262RA-011-D1RA03395F-s263RA-011-D1RA03395F-s264RA-011-D1RA03395F-s265RA-011-D1RA03395F-s266RA-011-D1RA03395F-s267RA-011-D1RA03395F-s268RA-011-D1RA03395F-s269RA-011-D1RA03395F-s270RA-011-D1RA03395F-s271RA-011-D1RA03395F-s272RA-011-D1RA03395F-s273RA-011-D1RA03395F-s274RA-011-D1RA03395F-s275RA-011-D1RA03395F-s276RA-011-D1RA03395F-s277RA-011-D1RA03395F-s278RA-011-D1RA03395F-s279RA-011-D1RA03395F-s280RA-011-D1RA03395F-s281RA-011-D1RA03395F-s282RA-011-D1RA03395F-s283RA-011-D1RA03395F-s284RA-011-D1RA03395F-s285RA-011-D1RA03395F-s286RA-011-D1RA03395F-s287RA-011-D1RA03395F-s288RA-011-D1RA03395F-s289RA-011-D1RA03395F-s290RA-011-D1RA03395F-s291RA-011-D1RA03395F-s292RA-011-D1RA03395F-s293RA-011-D1RA03395F-s294RA-011-D1RA03395F-s295RA-011-D1RA03395F-s296RA-011-D1RA03395F-s297RA-011-D1RA03395F-s298RA-011-D1RA03395F-s299RA-011-D1RA03395F-s300RA-011-D1RA03395F-s301RA-011-D1RA03395F-s302RA-011-D1RA03395F-s303RA-011-D1RA03395F-s304RA-011-D1RA03395F-s305RA-011-D1RA03395F-s306RA-011-D1RA03395F-s307RA-011-D1RA03395F-s308RA-011-D1RA03395F-s309RA-011-D1RA03395F-s310RA-011-D1RA03395F-s311RA-011-D1RA03395F-s312RA-011-D1RA03395F-s313RA-011-D1RA03395F-s314RA-011-D1RA03395F-s315RA-011-D1RA03395F-s316RA-011-D1RA03395F-s317RA-011-D1RA03395F-s318RA-011-D1RA03395F-s319RA-011-D1RA03395F-s320RA-011-D1RA03395F-s321RA-011-D1RA03395F-s322RA-011-D1RA03395F-s323RA-011-D1RA03395F-s324RA-011-D1RA03395F-s325RA-011-D1RA03395F-s326RA-011-D1RA03395F-s327RA-011-D1RA03395F-s328RA-011-D1RA03395F-s329RA-011-D1RA03395F-s330RA-011-D1RA03395F-s331RA-011-D1RA03395F-s332RA-011-D1RA03395F-s333RA-011-D1RA03395F-s334RA-011-D1RA03395F-s335RA-011-D1RA03395F-s336RA-011-D1RA03395F-s337RA-011-D1RA03395F-s338RA-011-D1RA03395F-s339RA-011-D1RA03395F-s340RA-011-D1RA03395F-s341RA-011-D1RA03395F-s342RA-011-D1RA03395F-s343RA-011-D1RA03395F-s344RA-011-D1RA03395F-s345RA-011-D1RA03395F-s346RA-011-D1RA03395F-s347RA-011-D1RA03395F-s348RA-011-D1RA03395F-s349RA-011-D1RA03395F-s350RA-011-D1RA03395F-s351RA-011-D1RA03395F-s352RA-011-D1RA03395F-s353RA-011-D1RA03395F-s354RA-011-D1RA03395F-s355RA-011-D1RA03395F-s356RA-011-D1RA03395F-s357RA-011-D1RA03395F-s358RA-011-D1RA03395F-s359RA-011-D1RA03395F-s360RA-011-D1RA03395F-s361RA-011-D1RA03395F-s362RA-011-D1RA03395F-s363RA-011-D1RA03395F-s364RA-011-D1RA03395F-s365RA-011-D1RA03395F-s366RA-011-D1RA03395F-s367RA-011-D1RA03395F-s368RA-011-D1RA03395F-s369RA-011-D1RA03395F-s370RA-011-D1RA03395F-s371RA-011-D1RA03395F-s372RA-011-D1RA03395F-s373RA-011-D1RA03395F-s374RA-011-D1RA03395F-s375RA-011-D1RA03395F-s376RA-011-D1RA03395F-s377RA-011-D1RA03395F-s378RA-011-D1RA03395F-s379RA-011-D1RA03395F-s380RA-011-D1RA03395F-s381RA-011-D1RA03395F-s382RA-011-D1RA03395F-s383RA-011-D1RA03395F-s384RA-011-D1RA03395F-s385RA-011-D1RA03395F-s386RA-011-D1RA03395F-s387RA-011-D1RA03395F-s388RA-011-D1RA03395F-s389RA-011-D1RA03395F-s390RA-011-D1RA03395F-s391RA-011-D1RA03395F-s392RA-011-D1RA03395F-s393RA-011-D1RA03395F-s394RA-011-D1RA03395F-s395RA-011-D1RA03395F-s396RA-011-D1RA03395F-s397RA-011-D1RA03395F-s398RA-011-D1RA03395F-s399RA-011-D1RA03395F-s400RA-011-D1RA03395F-s401RA-011-D1RA03395F-s402RA-011-D1RA03395F-s403RA-011-D1RA03395F-s404RA-011-D1RA03395F-s405RA-011-D1RA03395F-s406RA-011-D1RA03395F-s407RA-011-D1RA03395F-s408RA-011-D1RA03395F-s409RA-011-D1RA03395F-s410RA-011-D1RA03395F-s411RA-011-D1RA03395F-s412RA-011-D1RA03395F-s413RA-011-D1RA03395F-s414RA-011-D1RA03395F-s415RA-011-D1RA03395F-s416RA-011-D1RA03395F-s417RA-011-D1RA03395F-s418RA-011-D1RA03395F-s419RA-011-D1RA03395F-s420RA-011-D1RA03395F-s421RA-011-D1RA03395F-s422RA-011-D1RA03395F-s423RA-011-D1RA03395F-s424RA-011-D1RA03395F-s425RA-011-D1RA03395F-s426RA-011-D1RA03395F-s427RA-011-D1RA03395F-s428RA-011-D1RA03395F-s429RA-011-D1RA03395F-s430RA-011-D1RA03395F-s431RA-011-D1RA03395F-s432RA-011-D1RA03395F-s433RA-011-D1RA03395F-s434RA-011-D1RA03395F-s435RA-011-D1RA03395F-s436RA-011-D1RA03395F-s437RA-011-D1RA03395F-s438RA-011-D1RA03395F-s439RA-011-D1RA03395F-s440RA-011-D1RA03395F-s441RA-011-D1RA03395F-s442RA-011-D1RA03395F-s443RA-011-D1RA03395F-s444RA-011-D1RA03395F-s445RA-011-D1RA03395F-s446RA-011-D1RA03395F-s447RA-011-D1RA03395F-s448RA-011-D1RA03395F-s449RA-011-D1RA03395F-s450RA-011-D1RA03395F-s451RA-011-D1RA03395F-s452RA-011-D1RA03395F-s453RA-011-D1RA03395F-s454RA-011-D1RA03395F-s455RA-011-D1RA03395F-s456RA-011-D1RA03395F-s457RA-011-D1RA03395F-s458RA-011-D1RA03395F-s459RA-011-D1RA03395F-s460RA-011-D1RA03395F-s461RA-011-D1RA03395F-s462RA-011-D1RA03395F-s463RA-011-D1RA03395F-s464RA-011-D1RA03395F-s465RA-011-D1RA03395F-s466RA-011-D1RA03395F-s467RA-011-D1RA03395F-s468RA-011-D1RA03395F-s469RA-011-D1RA03395F-s470RA-011-D1RA03395F-s471RA-011-D1RA03395F-s472RA-011-D1RA03395F-s473RA-011-D1RA03395F-s474RA-011-D1RA03395F-s475RA-011-D1RA03395F-s476RA-011-D1RA03395F-s477RA-011-D1RA03395F-s478RA-011-D1RA03395F-s479RA-011-D1RA03395F-s480RA-011-D1RA03395F-s481RA-011-D1RA03395F-s482RA-011-D1RA03395F-s483RA-011-D1RA03395F-s484RA-011-D1RA03395F-s485RA-011-D1RA03395F-s486RA-011-D1RA03395F-s487RA-011-D1RA03395F-s488RA-011-D1RA03395F-s489RA-011-D1RA03395F-s490RA-011-D1RA03395F-s491RA-011-D1RA03395F-s492RA-011-D1RA03395F-s493RA-011-D1RA03395F-s494RA-011-D1RA03395F-s495RA-011-D1RA03395F-s496RA-011-D1RA03395F-s497RA-011-D1RA03395F-s498RA-011-D1RA03395F-s499RA-011-D1RA03395F-s500RA-011-D1RA03395F-s501RA-011-D1RA03395F-s502RA-011-D1RA03395F-s503RA-011-D1RA03395F-s504RA-011-D1RA03395F-s505RA-011-D1RA03395F-s506RA-011-D1RA03395F-s507RA-011-D1RA03395F-s508RA-011-D1RA03395F-s509RA-011-D1RA03395F-s510RA-011-D1RA03395F-s511RA-011-D1RA03395F-s512RA-011-D1RA03395F-s513RA-011-D1RA03395F-s514RA-011-D1RA03395F-s515RA-011-D1RA03395F-s516RA-011-D1RA03395F-s517RA-011-D1RA03395F-s518RA-011-D1RA03395F-s519RA-011-D1RA03395F-s520RA-011-D1RA03395F-s521RA-011-D1RA03395F-s522RA-011-D1RA03395F-s523RA-011-D1RA03395F-s524RA-011-D1RA03395F-s525RA-011-D1RA03395F-s526RA-011-D1RA03395F-s527RA-011-D1RA03395F-s528RA-011-D1RA03395F-s529RA-011-D1RA03395F-s530RA-011-D1RA03395F-s531RA-011-D1RA03395F-s532RA-011-D1RA03395F-s533RA-011-D1RA03395F-s534RA-011-D1RA03395F-s535RA-011-D1RA03395F-s536RA-011-D1RA03395F-s537RA-011-D1RA03395F-s538RA-011-D1RA03395F-s539RA-011-D1RA03395F-s540RA-011-D1RA03395F-s541RA-011-D1RA03395F-s542RA-011-D1RA03395F-s543RA-011-D1RA03395F-s544RA-011-D1RA03395F-s545RA-011-D1RA03395F-s546RA-011-D1RA03395F-s547RA-011-D1RA03395F-s548RA-011-D1RA03395F-s549RA-011-D1RA03395F-s550RA-011-D1RA03395F-s551RA-011-D1RA03395F-s552RA-011-D1RA03395F-s553RA-011-D1RA03395F-s554RA-011-D1RA03395F-s555RA-011-D1RA03395F-s556RA-011-D1RA03395F-s557RA-011-D1RA03395F-s558RA-011-D1RA03395F-s559RA-011-D1RA03395F-s560RA-011-D1RA03395F-s561RA-011-D1RA03395F-s562RA-011-D1RA03395F-s563RA-011-D1RA03395F-s564RA-011-D1RA03395F-s565RA-011-D1RA03395F-s566RA-011-D1RA03395F-s567RA-011-D1RA03395F-s568RA-011-D1RA03395F-s569RA-011-D1RA03395F-s570RA-011-D1RA03395F-s571RA-011-D1RA03395F-s572RA-011-D1RA03395F-s573RA-011-D1RA03395F-s574RA-011-D1RA03395F-s575RA-011-D1RA03395F-s576RA-011-D1RA03395F-s577RA-011-D1RA03395F-s578RA-011-D1RA03395F-s579RA-011-D1RA03395F-s580RA-011-D1RA03395F-s581RA-011-D1RA03395F-s582RA-011-D1RA03395F-s583RA-011-D1RA03395F-s584RA-011-D1RA03395F-s585RA-011-D1RA03395F-s586RA-011-D1RA03395F-s587RA-011-D1RA03395F-s588RA-011-D1RA03395F-s589RA-011-D1RA03395F-s590RA-011-D1RA03395F-s591RA-011-D1RA03395F-s592RA-011-D1RA03395F-s593RA-011-D1RA03395F-s594RA-011-D1RA03395F-s595RA-011-D1RA03395F-s596RA-011-D1RA03395F-s597RA-011-D1RA03395F-s598RA-011-D1RA03395F-s599RA-011-D1RA03395F-s600RA-011-D1RA03395F-s601RA-011-D1RA03395F-s602RA-011-D1RA03395F-s603RA-011-D1RA03395F-s604RA-011-D1RA03395F-s605RA-011-D1RA03395F-s606RA-011-D1RA03395F-s607RA-011-D1RA03395F-s608RA-011-D1RA03395F-s609RA-011-D1RA03395F-s610RA-011-D1RA03395F-s611RA-011-D1RA03395F-s612RA-011-D1RA03395F-s613RA-011-D1RA03395F-s614RA-011-D1RA03395F-s615RA-011-D1RA03395F-s616RA-011-D1RA03395F-s617RA-011-D1RA03395F-s618RA-011-D1RA03395F-s619RA-011-D1RA03395F-s620RA-011-D1RA03395F-s621RA-011-D1RA03395F-s622RA-011-D1RA03395F-s623RA-011-D1RA03395F-s624RA-011-D1RA03395F-s625RA-011-D1RA03395F-s626RA-011-D1RA03395F-s627RA-011-D1RA03395F-s628RA-011-D1RA03395F-s629RA-011-D1RA03395F-s630RA-011-D1RA03395F-s631RA-011-D1RA03395F-s632RA-011-D1RA03395F-s633RA-011-D1RA03395F-s634RA-011-D1RA03395F-s635RA-011-D1RA03395F-s636RA-011-D1RA03395F-s637RA-011-D1RA03395F-s638RA-011-D1RA03395F-s639RA-011-D1RA03395F-s640RA-011-D1RA03395F-s641RA-011-D1RA03395F-s642RA-011-D1RA03395F-s643RA-011-D1RA03395F-s644RA-011-D1RA03395F-s645RA-011-D1RA03395F-s646RA-011-D1RA03395F-s647RA-011-D1RA03395F-s648RA-011-D1RA03395F-s649RA-011-D1RA03395F-s650RA-011-D1RA03395F-s651RA-011-D1RA03395F-s652RA-011-D1RA03395F-s653RA-011-D1RA03395F-s654RA-011-D1RA03395F-s655RA-011-D1RA03395F-s656RA-011-D1RA03395F-s657RA-011-D1RA03395F-s658RA-011-D1RA03395F-s659RA-011-D1RA03395F-s660RA-011-D1RA03395F-s661RA-011-D1RA03395F-s662RA-011-D1RA03395F-s663RA-011-D1RA03395F-s664RA-011-D1RA03395F-s665RA-011-D1RA03395F-s666RA-011-D1RA03395F-s667RA-011-D1RA03395F-s668RA-011-D1RA03395F-s669RA-011-D1RA03395F-s670RA-011-D1RA03395F-s671RA-011-D1RA03395F-s672RA-011-D1RA03395F-s673RA-011-D1RA03395F-s674RA-011-D1RA03395F-s675RA-011-D1RA03395F-s676RA-011-D1RA03395F-s677RA-011-D1RA03395F-s678RA-011-D1RA03395F-s679RA-011-D1RA03395F-s680RA-011-D1RA03395F-s681RA-011-D1RA03395F-s682RA-011-D1RA03395F-s683RA-011-D1RA03395F-s684RA-011-D1RA03395F-s685RA-011-D1RA03395F-s686RA-011-D1RA03395F-s687RA-011-D1RA03395F-s688RA-011-D1RA03395F-s689RA-011-D1RA03395F-s690RA-011-D1RA03395F-s691RA-011-D1RA03395F-s692RA-011-D1RA03395F-s693RA-011-D1RA03395F-s694RA-011-D1RA03395F-s695RA-011-D1RA03395F-s696RA-011-D1RA03395F-s697RA-011-D1RA03395F-s698RA-011-D1RA03395F-s699RA-011-D1RA03395F-s700RA-011-D1RA03395F-s701RA-011-D1RA03395F-s702RA-011-D1RA03395F-s703RA-011-D1RA03395F-s704RA-011-D1RA03395F-s705RA-011-D1RA03395F-s706RA-011-D1RA03395F-s707RA-011-D1RA03395F-s708RA-011-D1RA03395F-s709RA-011-D1RA03395F-s710RA-011-D1RA03395F-s711RA-011-D1RA03395F-s712RA-011-D1RA03395F-s713RA-011-D1RA03395F-s714RA-011-D1RA03395F-s715RA-011-D1RA03395F-s716RA-011-D1RA03395F-s717RA-011-D1RA03395F-s718RA-011-D1RA03395F-s719RA-011-D1RA03395F-s720RA-011-D1RA03395F-s721RA-011-D1RA03395F-s722RA-011-D1RA03395F-s723RA-011-D1RA03395F-s724RA-011-D1RA03395F-s725RA-011-D1RA03395F-s726RA-011-D1RA03395F-s727RA-011-D1RA03395F-s728RA-011-D1RA03395F-s729RA-011-D1RA03395F-s730RA-011-D1RA03395F-s731RA-011-D1RA03395F-s732RA-011-D1RA03395F-s733RA-011-D1RA03395F-s734RA-011-D1RA03395F-s735RA-011-D1RA03395F-s736RA-011-D1RA03395F-s737RA-011-D1RA03395F-s738RA-011-D1RA03395F-s739RA-011-D1RA03395F-s740RA-011-D1RA03395F-s741RA-011-D1RA03395F-s742RA-011-D1RA03395F-s743RA-011-D1RA03395F-s744RA-011-D1RA03395F-s745RA-011-D1RA03395F-s746RA-011-D1RA03395F-s747RA-011-D1RA03395F-s748RA-011-D1RA03395F-s749RA-011-D1RA03395F-s750RA-011-D1RA03395F-s751RA-011-D1RA03395F-s752RA-011-D1RA03395F-s753RA-011-D1RA03395F-s754RA-011-D1RA03395F-s755RA-011-D1RA03395F-s756RA-011-D1RA03395F-s757RA-011-D1RA03395F-s758RA-011-D1RA03395F-s759RA-011-D1RA03395F-s760RA-011-D1RA03395F-s761RA-011-D1RA03395F-s762RA-011-D1RA03395F-s763RA-011-D1RA03395F-s764RA-011-D1RA03395F-s765RA-011-D1RA03395F-s766RA-011-D1RA03395F-s767RA-011-D1RA03395F-s768RA-011-D1RA03395F-s769RA-011-D1RA03395F-s770RA-011-D1RA03395F-s771RA-011-D1RA03395F-s772RA-011-D1RA03395F-s773RA-011-D1RA03395F-s774RA-011-D1RA03395F-s775RA-011-D1RA03395F-s776RA-011-D1RA03395F-s777RA-011-D1RA03395F-s778RA-011-D1RA03395F-s779RA-011-D1RA03395F-s780RA-011-D1RA03395F-s781RA-011-D1RA03395F-s782RA-011-D1RA03395F-s783RA-011-D1RA03395F-s784RA-011-D1RA03395F-s785RA-011-D1RA03395F-s786RA-011-D1RA03395F-s787RA-011-D1RA03395F-s788RA-011-D1RA03395F-s789RA-011-D1RA03395F-s790RA-011-D1RA03395F-s791RA-011-D1RA03395F-s792RA-011-D1RA03395F-s793RA-011-D1RA03395F-s794RA-011-D1RA03395F-s795RA-011-D1RA03395F-s796RA-011-D1RA03395F-s797RA-011-D1RA03395F-s798RA-011-D1RA03395F-s799RA-011-D1RA03395F-s800RA-011-D1RA03395F-s801RA-011-D1RA03395F-s802RA-011-D1RA03395F-s803RA-011-D1RA03395F-s804RA-011-D1RA03395F-s805RA-011-D1RA03395F-s806RA-011-D1RA03395F-s807RA-011-D1RA03395F-s808RA-011-D1RA03395F-s809RA-011-D1RA03395F-s810RA-011-D1RA03395F-s811RA-011-D1RA03395F-s812RA-011-D1RA03395F-s813RA-011-D1RA03395F-s814RA-011-D1RA03395F-s815RA-011-D1RA03395F-s816RA-011-D1RA03395F-s817RA-011-D1RA03395F-s818RA-011-D1RA03395F-s819RA-011-D1RA03395F-s820RA-011-D1RA03395F-s821RA-011-D1RA03395F-s822RA-011-D1RA03395F-s823RA-011-D1RA03395F-s824RA-011-D1RA03395F-s825RA-011-D1RA03395F-s826RA-011-D1RA03395F-s827RA-011-D1RA03395F-s828RA-011-D1RA03395F-s829RA-011-D1RA03395F-s830RA-011-D1RA03395F-s831RA-011-D1RA03395F-s832RA-011-D1RA03395F-s833RA-011-D1RA03395F-s834RA-011-D1RA03395F-s835RA-011-D1RA03395F-s836RA-011-D1RA03395F-s837RA-011-D1RA03395F-s838RA-011-D1RA03395F-s839RA-011-D1RA03395F-s840RA-011-D1RA03395F-s841RA-011-D1RA03395F-s842RA-011-D1RA03395F-s843RA-011-D1RA03395F-s844RA-011-D1RA03395F-s845RA-011-D1RA03395F-s846RA-011-D1RA03395F-s847RA-011-D1RA03395F-s848RA-011-D1RA03395F-s849RA-011-D1RA03395F-s850RA-011-D1RA03395F-s851RA-011-D1RA03395F-s852RA-011-D1RA03395F-s853RA-011-D1RA03395F-s854RA-011-D1RA03395F-s855RA-011-D1RA03395F-s856RA-011-D1RA03395F-s857RA-011-D1RA03395F-s858RA-011-D1RA03395F-s859RA-011-D1RA03395F-s860RA-011-D1RA03395F-s861RA-011-D1RA03395F-s862RA-011-D1RA03395F-s863RA-011-D1RA03395F-s864RA-011-D1RA03395F-s865RA-011-D1RA03395F-s866RA-011-D1RA03395F-s867RA-011-D1RA03395F-s868RA-011-D1RA03395F-s869RA-011-D1RA03395F-s870RA-011-D1RA03395F-s871RA-011-D1RA03395F-s872RA-011-D1RA03395F-s873RA-011-D1RA03395F-s874RA-011-D1RA03395F-s875RA-011-D1RA03395F-s876RA-011-D1RA03395F-s877RA-011-D1RA03395F-s878RA-011-D1RA03395F-s879RA-011-D1RA03395F-s880RA-011-D1RA03395F-s881RA-011-D1RA03395F-s882RA-011-D1RA03395F-s883RA-011-D1RA03395F-s884RA-011-D1RA03395F-s885RA-011-D1RA03395F-s886RA-011-D1RA03395F-s887RA-011-D1RA03395F-s888RA-011-D1RA03395F-s889RA-011-D1RA03395F-s890RA-011-D1RA03395F-s891RA-011-D1RA03395F-s892RA-011-D1RA03395F-s893RA-011-D1RA03395F-s894RA-011-D1RA03395F-s895RA-011-D1RA03395F-s896RA-011-D1RA03395F-s897RA-011-D1RA03395F-s898RA-011-D1RA03395F-s899RA-011-D1RA03395F-s900RA-011-D1RA03395F-s901RA-011-D1RA03395F-s902RA-011-D1RA03395F-s903RA-011-D1RA03395F-s904RA-011-D1RA03395F-s905RA-011-D1RA03395F-s906RA-011-D1RA03395F-s907RA-011-D1RA03395F-s908RA-011-D1RA03395F-s909RA-011-D1RA03395F-s910RA-011-D1RA03395F-s911RA-011-D1RA03395F-s912RA-011-D1RA03395F-s913RA-011-D1RA03395F-s914RA-011-D1RA03395F-s915RA-011-D1RA03395F-s916RA-011-D1RA03395F-s917RA-011-D1RA03395F-s918RA-011-D1RA03395F-s919RA-011-D1RA03395F-s920RA-011-D1RA03395F-s921RA-011-D1RA03395F-s922RA-011-D1RA03395F-s923RA-011-D1RA03395F-s924RA-011-D1RA03395F-s925RA-011-D1RA03395F-s926RA-011-D1RA03395F-s927RA-011-D1RA03395F-s928RA-011-D1RA03395F-s929RA-011-D1RA03395F-s930RA-011-D1RA03395F-s931RA-011-D1RA03395F-s932RA-011-D1RA03395F-s933RA-011-D1RA03395F-s934RA-011-D1RA03395F-s935RA-011-D1RA03395F-s936RA-011-D1RA03395F-s937RA-011-D1RA03395F-s938RA-011-D1RA03395F-s939RA-011-D1RA03395F-s940RA-011-D1RA03395F-s941RA-011-D1RA03395F-s942RA-011-D1RA03395F-s943RA-011-D1RA03395F-s944RA-011-D1RA03395F-s945RA-011-D1RA03395F-s946RA-011-D1RA03395F-s947RA-011-D1RA03395F-s948RA-011-D1RA03395F-s949RA-011-D1RA03395F-s950RA-011-D1RA03395F-s951RA-011-D1RA03395F-s952RA-011-D1RA03395F-s953RA-011-D1RA03395F-s954RA-011-D1RA03395F-s955RA-011-D1RA03395F-s956RA-011-D1RA03395F-s957RA-011-D1RA03395F-s958RA-011-D1RA03395F-s959RA-011-D1RA03395F-s960RA-011-D1RA03395F-s961RA-011-D1RA03395F-s962RA-011-D1RA03395F-s963RA-011-D1RA03395F-s964RA-011-D1RA03395F-s965RA-011-D1RA03395F-s966RA-011-D1RA03395F-s967RA-011-D1RA03395F-s968RA-011-D1RA03395F-s969RA-011-D1RA03395F-s970RA-011-D1RA03395F-s971RA-011-D1RA03395F-s972RA-011-D1RA03395F-s973RA-011-D1RA03395F-s974RA-011-D1RA03395F-s975RA-011-D1RA03395F-s976RA-011-D1RA03395F-s977RA-011-D1RA03395F-s978RA-011-D1RA03395F-s979RA-011-D1RA03395F-s980RA-011-D1RA03395F-s981RA-011-D1RA03395F-s982RA-011-D1RA03395F-s983RA-011-D1RA03395F-s984RA-011-D1RA03395F-s985RA-011-D1RA03395F-s986RA-011-D1RA03395F-s987RA-011-D1RA03395F-s988RA-011-D1RA03395F-s989RA-011-D1RA03395F-s990RA-011-D1RA03395F-s991RA-011-D1RA03395F-s992RA-011-D1RA03395F-s993RA-011-D1RA03395F-s994RA-011-D1RA03395F-s995RA-011-D1RA03395F-s996RA-011-D1RA03395F-s997RA-011-D1RA03395F-s998RA-011-D1RA03395F-s999RA-011-D1RA03395F-s1000RA-011-D1RA03395F-s1001RA-011-D1RA03395F-s1002RA-011-D1RA03395F-s1003RA-011-D1RA03395F-s1004RA-011-D1RA03395F-s1005RA-011-D1RA03395F-s1006RA-011-D1RA03395F-s1007RA-011-D1RA03395F-s1008RA-011-D1RA03395F-s1009RA-011-D1RA03395F-s1010RA-011-D1RA03395F-s1011RA-011-D1RA03395F-s1012RA-011-D1RA03395F-s1013RA-011-D1RA03395F-s1014RA-011-D1RA03395F-s1015RA-011-D1RA03395F-s1016RA-011-D1RA03395F-s1017RA-011-D1RA03395F-s1018RA-011-D1RA03395F-s1019RA-011-D1RA03395F-s1020RA-011-D1RA03395F-s1021RA-011-D1RA03395F-s1022RA-011-D1RA03395F-s1023RA-011-D1RA03395F-s1024RA-011-D1RA03395F-s1025RA-011-D1RA03395F-s1026RA-011-D1RA03395F-s1027RA-011-D1RA03395F-s1028RA-011-D1RA03395F-s1029RA-011-D1RA03395F-s1030RA-011-D1RA03395F-s1031RA-011-D1RA03395F-s1032RA-011-D1RA03395F-s1033RA-011-D1RA03395F-s1034RA-011-D1RA03395F-s1035RA-011-D1RA03395F-s1036RA-011-D1RA03395F-s1037RA-011-D1RA03395F-s1038RA-011-D1RA03395F-s1039RA-011-D1RA03395F-s1040RA-011-D1RA03395F-s1041RA-011-D1RA03395F-s1042RA-011-D1RA03395F-s1043RA-011-D1RA03395F-s1044RA-011-D1RA03395F-s1045RA-011-D1RA03395F-s1046RA-011-D1RA03395F-s1047RA-011-D1RA03395F-s1048RA-011-D1RA03395F-s1049RA-011-D1RA03395F-s1050RA-011-D1RA03395F-s1051RA-011-D1RA03395F-s1052RA-011-D1RA03395F-s1053RA-011-D1RA03395F-s1054RA-011-D1RA03395F-s1055RA-011-D1RA03395F-s1056RA-011-D1RA03395F-s1057RA-011-D1RA03395F-s1058RA-011-D1RA03395F-s1059RA-011-D1RA03395F-s1060RA-011-D1RA03395F-s1061RA-011-D1RA03395F-s1062RA-011-D1RA03395F-s1063RA-011-D1RA03395F-s1064RA-011-D1RA03395F-s1065RA-011-D1RA03395F-s1066RA-011-D1RA03395F-s1067RA-011-D1RA03395F-s1068RA-011-D1RA03395F-s1069RA-011-D1RA03395F-s1070RA-011-D1RA03395F-s1071RA-011-D1RA03395F-s1072RA-011-D1RA03395F-s1073RA-011-D1RA03395F-s1074RA-011-D1RA03395F-s1075RA-011-D1RA03395F-s1076RA-011-D1RA03395F-s1077RA-011-D1RA03395F-s1078RA-011-D1RA03395F-s1079RA-011-D1RA03395F-s1080RA-011-D1RA03395F-s1081RA-011-D1RA03395F-s1082RA-011-D1RA03395F-s1083RA-011-D1RA03395F-s1084RA-011-D1RA03395F-s1085RA-011-D1RA03395F-s1086RA-011-D1RA03395F-s1087RA-011-D1RA03395F-s1088RA-011-D1RA03395F-s1089RA-011-D1RA03395F-s1090RA-011-D1RA03395F-s1091RA-011-D1RA03395F-s1092RA-011-D1RA03395F-s1093RA-011-D1RA03395F-s1094RA-011-D1RA03395F-s1095RA-011-D1RA03395F-s1096RA-011-D1RA03395F-s1097RA-011-D1RA03395F-s1098RA-011-D1RA03395F-s1099RA-011-D1RA03395F-s1100RA-011-D1RA03395F-s1101RA-011-D1RA03395F-s1102RA-011-D1RA03395F-s1103RA-011-D1RA03395F-s1104RA-011-D1RA03395F-s1105RA-011-D1RA03395F-s1106RA-011-D1RA03395F-s1107RA-011-D1RA03395F-s1108RA-011-D1RA03395F-s1109RA-011-D1RA03395F-s1110RA-011-D1RA03395F-s1111RA-011-D1RA03395F-s1112RA-011-D1RA03395F-s1113RA-011-D1RA03395F-s1114RA-011-D1RA03395F-s1115RA-011-D1RA03395F-s1116RA-011-D1RA03395F-s1117RA-011-D1RA03395F-s1118RA-011-D1RA03395F-s1119RA-011-D1RA03395F-s1120RA-011-D1RA03395F-s1121RA-011-D1RA03395F-s1122RA-011-D1RA03395F-s1123RA-011-D1RA03395F-s1124RA-011-D1RA03395F-s1125RA-011-D1RA03395F-s1126RA-011-D1RA03395F-s1127RA-011-D1RA03395F-s1128RA-011-D1RA03395F-s1129RA-011-D1RA03395F-s1130RA-011-D1RA03395F-s1131RA-011-D1RA03395F-s1132RA-011-D1RA03395F-s1133RA-011-D1RA03395F-s1134RA-011-D1RA03395F-s1135RA-011-D1RA03395F-s1136RA-011-D1RA03395F-s1137RA-011-D1RA03395F-s1138RA-011-D1RA03395F-s1139RA-011-D1RA03395F-s1140RA-011-D1RA03395F-s1141RA-011-D1RA03395F-s1142RA-011-D1RA03395F-s1143RA-011-D1RA03395F-s1144RA-011-D1RA03395F-s1145RA-011-D1RA03395F-s1146RA-011-D1RA03395F-s1147RA-011-D1RA03395F-s1148RA-011-D1RA03395F-s1149RA-011-D1RA03395F-s1150RA-011-D1RA03395F-s1151RA-011-D1RA03395F-s1152RA-011-D1RA03395F-s1153RA-011-D1RA03395F-s1154RA-011-D1RA03395F-s1155RA-011-D1RA03395F-s1156RA-011-D1RA03395F-s1157RA-011-D1RA03395F-s1158RA-011-D1RA03395F-s1159RA-011-D1RA03395F-s1160RA-011-D1RA03395F-s1161RA-011-D1RA03395F-s1162RA-011-D1RA03395F-s1163RA-011-D1RA03395F-s1164RA-011-D1RA03395F-s1165RA-011-D1RA03395F-s1166RA-011-D1RA03395F-s1167RA-011-D1RA03395F-s1168RA-011-D1RA03395F-s1169RA-011-D1RA03395F-s1170RA-011-D1RA03395F-s1171RA-011-D1RA03395F-s1172RA-011-D1RA03395F-s1173RA-011-D1RA03395F-s1174RA-011-D1RA03395F-s1175RA-011-D1RA03395F-s1176RA-011-D1RA03395F-s1177RA-011-D1RA03395F-s1178RA-011-D1RA03395F-s1179RA-011-D1RA03395F-s1180RA-011-D1RA03395F-s1181RA-011-D1RA03395F-s1182RA-011-D1RA03395F-s1183RA-011-D1RA03395F-s1184RA-011-D1RA03395F-s1185RA-011-D1RA03395F-s1186RA-011-D1RA03395F-s1187RA-011-D1RA03395F-s1188RA-011-D1RA03395F-s1189RA-011-D1RA03395F-s1190RA-011-D1RA03395F-s1191RA-011-D1RA03395F-s1192RA-011-D1RA03395F-s1193RA-011-D1RA03395F-s1194RA-011-D1RA03395F-s1195RA-011-D1RA03395F-s1196RA-011-D1RA03395F-s1197RA-011-D1RA03395F-s1198RA-011-D1RA03395F-s1199RA-011-D1RA03395F-s1200RA-011-D1RA03395F-s1201RA-011-D1RA03395F-s1202RA-011-D1RA03395F-s1203RA-011-D1RA03395F-s1204RA-011-D1RA03395F-s1205RA-011-D1RA03395F-s1206RA-011-D1RA03395F-s1207RA-011-D1RA03395F-s1208RA-011-D1RA03395F-s1209RA-011-D1RA03395F-s1210RA-011-D1RA03395F-s1211RA-011-D1RA03395F-s1212RA-011-D1RA03395F-s1213RA-011-D1RA03395F-s1214RA-011-D1RA03395F-s1215RA-011-D1RA03395F-s1216RA-011-D1RA03395F-s1217RA-011-D1RA03395F-s1218RA-011-D1RA03395F-s1219RA-011-D1RA03395F-s1220RA-011-D1RA03395F-s1221RA-011-D1RA03395F-s1222RA-011-D1RA03395F-s1223RA-011-D1RA03395F-s1224RA-011-D1RA03395F-s1225RA-011-D1RA03395F-s1226RA-011-D1RA03395F-s1227RA-011-D1RA03395F-s1228RA-011-D1RA03395F-s1229RA-011-D1RA03395F-s1230RA-011-D1RA03395F-s1231RA-011-D1RA03395F-s1232RA-011-D1RA03395F-s1233RA-011-D1RA03395F-s1234RA-011-D1RA03395F-s1235RA-011-D1RA03395F-s1236RA-011-D1RA03395F-s1237RA-011-D1RA03395F-s1238RA-011-D1RA03395F-s1239RA-011-D1RA03395F-s1240RA-011-D1RA03395F-s1241RA-011-D1RA03395F-s1242RA-011-D1RA03395F-s1243RA-011-D1RA03395F-s1244RA-011-D1RA03395F-s1245RA-011-D1RA03395F-s1246RA-011-D1RA03395F-s1247RA-011-D1RA03395F-s1248RA-011-D1RA03395F-s1249RA-011-D1RA03395F-s1250RA-011-D1RA03395F-s1251RA-011-D1RA03395F-s1252RA-011-D1RA03395F-s1253RA-011-D1RA03395F-s1254RA-011-D1RA03395F-s1255RA-011-D1RA03395F-s1256RA-011-D1RA03395F-s1257RA-011-D1RA03395F-s1258RA-011-D1RA03395F-s1259RA-011-D1RA03395F-s1260RA-011-D1RA03395F-s1261RA-011-D1RA03395F-s1262RA-011-D1RA03395F-s1263RA-011-D1RA03395F-s1264RA-011-D1RA03395F-s1265RA-011-D1RA03395F-s1266RA-011-D1RA03395F-s1267RA-011-D1RA03395F-s1268RA-011-D1RA03395F-s1269RA-011-D1RA03395F-s1270RA-011-D1RA03395F-s1271RA-011-D1RA03395F-s1272RA-011-D1RA03395F-s1273RA-011-D1RA03395F-s1274RA-011-D1RA03395F-s1275RA-011-D1RA03395F-s1276RA-011-D1RA03395F-s1277RA-011-D1RA03395F-s1278RA-011-D1RA03395F-s1279RA-011-D1RA03395F-s1280RA-011-D1RA03395F-s1281RA-011-D1RA03395F-s1282RA-011-D1RA03395F-s1283RA-011-D1RA03395F-s1284RA-011-D1RA03395F-s1285RA-011-D1RA03395F-s1286RA-011-D1RA03395F-s1287RA-011-D1RA03395F-s1288RA-011-D1RA03395F-s1289RA-011-D1RA03395F-s1290RA-011-D1RA03395F-s1291RA-011-D1RA03395F-s1292RA-011-D1RA03395F-s1293RA-011-D1RA03395F-s1294RA-011-D1RA03395F-s1295RA-011-D1RA03395F-s1296RA-011-D1RA03395F-s1297RA-011-D1RA03395F-s1298RA-011-D1RA03395F-s1299RA-011-D1RA03395F-s1300RA-011-D1RA03395F-s1301RA-011-D1RA03395F-s1302RA-011-D1RA03395F-s1303RA-011-D1RA03395F-s1304RA-011-D1RA03395F-s1305RA-011-D1RA03395F-s1306RA-011-D1RA03395F-s1307RA-011-D1RA03395F-s1308RA-011-D1RA03395F-s1309RA-011-D1RA03395F-s1310RA-011-D1RA03395F-s1311RA-011-D1RA03395F-s1312RA-011-D1RA03395F-s1313RA-011-D1RA03395F-s1314RA-011-D1RA03395F-s1315RA-011-D1RA03395F-s1316RA-011-D1RA03395F-s1317RA-011-D1RA03395F-s1318RA-011-D1RA03395F-s1319RA-011-D1RA03395F-s1320RA-011-D1RA03395F-s1321RA-011-D1RA03395F-s1322RA-011-D1RA03395F-s1323RA-011-D1RA03395F-s1324RA-011-D1RA03395F-s1325RA-011-D1RA03395F-s1326RA-011-D1RA03395F-s1327RA-011-D1RA03395F-s1328RA-011-D1RA03395F-s1329RA-011-D1RA03395F-s1330RA-011-D1RA03395F-s1331RA-011-D1RA03395F-s1332RA-011-D1RA03395F-s1333RA-011-D1RA03395F-s1334RA-011-D1RA03395F-s1335RA-011-D1RA03395F-s1336RA-011-D1RA03395F-s1337RA-011-D1RA03395F-s1338RA-011-D1RA03395F-s1339RA-011-D1RA03395F-s1340RA-011-D1RA03395F-s1341RA-011-D1RA03395F-s1342RA-011-D1RA03395F-s1343RA-011-D1RA03395F-s1344RA-011-D1RA03395F-s1345RA-011-D1RA03395F-s1346RA-011-D1RA03395F-s1347RA-011-D1RA03395F-s1348RA-011-D1RA03395F-s1349RA-011-D1RA03395F-s1350RA-011-D1RA03395F-s1351RA-011-D1RA03395F-s1352RA-011-D1RA03395F-s1353RA-011-D1RA03395F-s1354RA-011-D1RA03395F-s1355RA-011-D1RA03395F-s1356RA-011-D1RA03395F-s1357RA-011-D1RA03395F-s1358RA-011-D1RA03395F-s1359RA-011-D1RA03395F-s1360RA-011-D1RA03395F-s1361RA-011-D1RA03395F-s1362RA-011-D1RA03395F-s1363RA-011-D1RA03395F-s1364RA-011-D1RA03395F-s1365RA-011-D1RA03395F-s1366RA-011-D1RA03395F-s1367RA-011-D1RA03395F-s1368RA-011-D1RA03395F-s1369RA-011-D1RA03395F-s1370RA-011-D1RA03395F-s1371RA-011-D1RA03395F-s1372RA-011-D1RA03395F-s1373RA-011-D1RA03395F-s1374RA-011-D1RA03395F-s1375RA-011-D1RA03395F-s1376RA-011-D1RA03395F-s1377RA-011-D1RA03395F-s1378RA-011-D1RA03395F-s1379RA-011-D1RA03395F-s1380RA-011-D1RA03395F-s1381RA-011-D1RA03395F-s1382RA-011-D1RA03395F-s1383RA-011-D1RA03395F-s1384RA-011-D1RA03395F-s1385RA-011-D1RA03395F-s1386RA-011-D1RA03395F-s1387RA-011-D1RA03395F-s1388RA-011-D1RA03395F-s1389RA-011-D1RA03395F-s1390RA-011-D1RA03395F-s1391RA-011-D1RA03395F-s1392RA-011-D1RA03395F-s1393RA-011-D1RA03395F-s1394RA-011-D1RA03395F-s1395RA-011-D1RA03395F-s1396RA-011-D1RA03395F-s1397RA-011-D1RA03395F-s1398RA-011-D1RA03395F-s1399RA-011-D1RA03395F-s1400RA-011-D1RA03395F-s1401RA-011-D1RA03395F-s1402RA-011-D1RA03395F-s1403RA-011-D1RA03395F-s1404RA-011-D1RA03395F-s1405RA-011-D1RA03395F-s1406RA-011-D1RA03395F-s1407RA-011-D1RA03395F-s1408RA-011-D1RA03395F-s1409RA-011-D1RA03395F-s1410RA-011-D1RA03395F-s1411RA-011-D1RA03395F-s1412RA-011-D1RA03395F-s1413RA-011-D1RA03395F-s1414RA-011-D1RA03395F-s1415RA-011-D1RA03395F-s1416RA-011-D1RA03395F-s1417RA-011-D1RA03395F-s1418RA-011-D1RA03395F-s1419RA-011-D1RA03395F-s1420RA-011-D1RA03395F-s1421RA-011-D1RA03395F-s1422RA-011-D1RA03395F-s1423RA-011-D1RA03395F-s1424RA-011-D1RA03395F-s1425RA-011-D1RA03395F-s1426RA-011-D1RA03395F-s1427RA-011-D1RA03395F-s1428RA-011-D1RA03395F-s1429RA-011-D1RA03395F-s1430RA-011-D1RA03395F-s1431RA-011-D1RA03395F-s1432RA-011-D1RA03395F-s1433RA-011-D1RA03395F-s1434RA-011-D1RA03395F-s1435RA-011-D1RA03395F-s1436RA-011-D1RA03395F-s1437RA-011-D1RA03395F-s1438RA-011-D1RA03395F-s1439RA-011-D1RA03395F-s1440RA-011-D1RA03395F-s1441RA-011-D1RA03395F-s1442RA-011-D1RA03395F-s1443RA-011-D1RA03395F-s1444RA-011-D1RA03395F-s1445RA-011-D1RA03395F-s1446RA-011-D1RA03395F-s1447RA-011-D1RA03395F-s1448RA-011-D1RA03395F-s1449RA-011-D1RA03395F-s1450RA-011-D1RA03395F-s1451RA-011-D1RA03395F-s1452RA-011-D1RA03395F-s1453RA-011-D1RA03395F-s1454RA-011-D1RA03395F-s1455RA-011-D1RA03395F-s1456RA-011-D1RA03395F-s1457RA-011-D1RA03395F-s1458RA-011-D1RA03395F-s1459RA-011-D1RA03395F-s1460RA-011-D1RA03395F-s1461RA-011-D1RA03395F-s1462RA-011-D1RA03395F-s1463RA-011-D1RA03395F-s1464RA-011-D1RA03395F-s1465RA-011-D1RA03395F-s1466RA-011-D1RA03395F-s1467RA-011-D1RA03395F-s1468RA-011-D1RA03395F-s1469RA-011-D1RA03395F-s1470RA-011-D1RA03395F-s1471RA-011-D1RA03395F-s1472RA-011-D1RA03395F-s1473RA-011-D1RA03395F-s1474RA-011-D1RA03395F-s1475RA-011-D1RA03395F-s1476RA-011-D1RA03395F-s1477RA-011-D1RA03395F-s1478RA-011-D1RA03395F-s1479RA-011-D1RA03395F-s1480RA-011-D1RA03395F-s1481RA-011-D1RA03395F-s1482RA-011-D1RA03395F-s1483RA-011-D1RA03395F-s1484RA-011-D1RA03395F-s1485RA-011-D1RA03395F-s1486RA-011-D1RA03395F-s1487RA-011-D1RA03395F-s1488RA-011-D1RA03395F-s1489RA-011-D1RA03395F-s1490RA-011-D1RA03395F-s1491RA-011-D1RA03395F-s1492RA-011-D1RA03395F-s1493RA-011-D1RA03395F-s1494RA-011-D1RA03395F-s1495RA-011-D1RA03395F-s1496RA-011-D1RA03395F-s1497RA-011-D1RA03395F-s1498RA-011-D1RA03395F-s1499RA-011-D1RA03395F-s1500RA-011-D1RA03395F-s1501RA-011-D1RA03395F-s1502RA-011-D1RA03395F-s1503RA-011-D1RA03395F-s1504RA-011-D1RA03395F-s1505RA-011-D1RA03395F-s1506RA-011-D1RA03395F-s1507RA-011-D1RA03395F-s1508RA-011-D1RA03395F-s1509RA-011-D1RA03395F-s1510RA-011-D1RA03395F-s1511RA-011-D1RA03395F-s1512RA-011-D1RA03395F-s1513RA-011-D1RA03395F-s1514RA-011-D1RA03395F-s1515RA-011-D1RA03395F-s1516RA-011-D1RA03395F-s1517RA-011-D1RA03395F-s1518RA-011-D1RA03395F-s1519RA-011-D1RA03395F-s1520RA-011-D1RA03395F-s1521RA-011-D1RA03395F-s1522RA-011-D1RA03395F-s1523RA-011-D1RA03395F-s1524RA-011-D1RA03395F-s1525RA-011-D1RA03395F-s1526RA-011-D1RA03395F-s1527RA-011-D1RA03395F-s1528RA-011-D1RA03395F-s1529RA-011-D1RA03395F-s1530RA-011-D1RA03395F-s1531RA-011-D1RA03395F-s1532RA-011-D1RA03395F-s1533RA-011-D1RA03395F-s1534RA-011-D1RA03395F-s1535RA-011-D1RA03395F-s1536RA-011-D1RA03395F-s1537RA-011-D1RA03395F-s1538RA-011-D1RA03395F-s1539RA-011-D1RA03395F-s1540RA-011-D1RA03395F-s1541RA-011-D1RA03395F-s1542RA-011-D1RA03395F-s1543RA-011-D1RA03395F-s1544RA-011-D1RA03395F-s1545RA-011-D1RA03395F-s1546RA-011-D1RA03395F-s1547RA-011-D1RA03395F-s1548RA-011-D1RA03395F-s1549RA-011-D1RA03395F-s1550RA-011-D1RA03395F-s1551RA-011-D1RA03395F-s1552RA-011-D1RA03395F-s1553RA-011-D1RA03395F-s1554RA-011-D1RA03395F-s1555RA-011-D1RA03395F-s1556RA-011-D1RA03395F-s1557RA-011-D1RA03395F-s1558RA-011-D1RA03395F-s1559RA-011-D1RA03395F-s1560RA-011-D1RA03395F-s1561RA-011-D1RA03395F-s1562RA-011-D1RA03395F-s1563RA-011-D1RA03395F-s1564RA-011-D1RA03395F-s1565RA-011-D1RA03395F-s1566RA-011-D1RA03395F-s1567RA-011-D1RA03395F-s1568RA-011-D1RA03395F-s1569RA-011-D1RA03395F-s1570RA-011-D1RA03395F-s1571RA-011-D1RA03395F-s1572RA-011-D1RA03395F-s1573RA-011-D1RA03395F-s1574RA-011-D1RA03395F-s1575RA-011-D1RA03395F-s1576RA-011-D1RA03395F-s1577RA-011-D1RA03395F-s1578RA-011-D1RA03395F-s1579RA-011-D1RA03395F-s1580RA-011-D1RA03395F-s1581RA-011-D1RA03395F-s1582RA-011-D1RA03395F-s1583RA-011-D1RA03395F-s1584RA-011-D1RA03395F-s1585RA-011-D1RA03395F-s1586RA-011-D1RA03395F-s1587RA-011-D1RA03395F-s1588RA-011-D1RA03395F-s1589RA-011-D1RA03395F-s1590RA-011-D1RA03395F-s1591RA-011-D1RA03395F-s1592RA-011-D1RA03395F-s1593RA-011-D1RA03395F-s1594RA-011-D1RA03395F-s1595RA-011-D1RA03395F-s1596RA-011-D1RA03395F-s1597RA-011-D1RA03395F-s1598RA-011-D1RA03395F-s1599RA-011-D1RA03395F-s1600RA-011-D1RA03395F-s1601RA-011-D1RA03395F-s1602RA-011-D1RA03395F-s1603RA-011-D1RA03395F-s1604RA-011-D1RA03395F-s1605RA-011-D1RA03395F-s1606RA-011-D1RA03395F-s1607RA-011-D1RA03395F-s1608RA-011-D1RA03395F-s1609RA-011-D1RA03395F-s1610RA-011-D1RA03395F-s1611RA-011-D1RA03395F-s1612RA-011-D1RA03395F-s1613RA-011-D1RA03395F-s1614RA-011-D1RA03395F-s1615RA-011-D1RA03395F-s1616RA-011-D1RA03395F-s1617RA-011-D1RA03395F-s1618RA-011-D1RA03395F-s1619RA-011-D1RA03395F-s1620RA-011-D1RA03395F-s1621RA-011-D1RA03395F-s1622RA-011-D1RA03395F-s1623RA-011-D1RA03395F-s1624RA-011-D1RA03395F-s1625RA-011-D1RA03395F-s1626RA-011-D1RA03395F-s1627RA-011-D1RA03395F-s1628RA-011-D1RA03395F-s1629RA-011-D1RA03395F-s1630RA-011-D1RA03395F-s1631RA-011-D1RA03395F-s1632RA-011-D1RA03395F-s1633RA-011-D1RA03395F-s1634RA-011-D1RA03395F-s1635RA-011-D1RA03395F-s1636RA-011-D1RA03395F-s1637RA-011-D1RA03395F-s1638RA-011-D1RA03395F-s1639RA-011-D1RA03395F-s1640RA-011-D1RA03395F-s1641RA-011-D1RA03395F-s1642RA-011-D1RA03395F-s1643RA-011-D1RA03395F-s1644RA-011-D1RA03395F-s1645RA-011-D1RA03395F-s1646RA-011-D1RA03395F-s1647RA-011-D1RA03395F-s1648RA-011-D1RA03395F-s1649RA-011-D1RA03395F-s1650RA-011-D1RA03395F-s1651RA-011-D1RA03395F-s1652RA-011-D1RA03395F-s1653RA-011-D1RA03395F-s1654RA-011-D1RA03395F-s1655RA-011-D1RA03395F-s1656RA-011-D1RA03395F-s1657RA-011-D1RA03395F-s1658RA-011-D1RA03395F-s1659RA-011-D1RA03395F-s1660RA-011-D1RA03395F-s1661RA-011-D1RA03395F-s1662RA-011-D1RA03395F-s1663RA-011-D1RA03395F-s1664RA-011-D1RA03395F-s1665RA-011-D1RA03395F-s1666RA-011-D1RA03395F-s1667RA-011-D1RA03395F-s1668RA-011-D1RA03395F-s1669RA-011-D1RA03395F-s1670RA-011-D1RA03395F-s1671RA-011-D1RA03395F-s1672RA-011-D1RA03395F-s1673RA-011-D1RA03395F-s1674RA-011-D1RA03395F-s1675RA-011-D1RA03395F-s1676RA-011-D1RA03395F-s1677RA-011-D1RA03395F-s1678RA-011-D1RA03395F-s1679RA-011-D1RA03395F-s1680RA-011-D1RA03395F-s1681RA-011-D1RA03395F-s1682RA-011-D1RA03395F-s1683RA-011-D1RA03395F-s1684RA-011-D1RA03395F-s1685RA-011-D1RA03395F-s1686RA-011-D1RA03395F-s1687RA-011-D1RA03395F-s1688RA-011-D1RA03395F-s1689RA-011-D1RA03395F-s1690RA-011-D1RA03395F-s1691RA-011-D1RA03395F-s1692RA-011-D1RA03395F-s1693RA-011-D1RA03395F-s1694RA-011-D1RA03395F-s1695RA-011-D1RA03395F-s1696RA-011-D1RA03395F-s1697RA-011-D1RA03395F-s1698RA-011-D1RA03395F-s1699RA-011-D1RA03395F-s1700RA-011-D1RA03395F-s1701RA-011-D1RA03395F-s1702RA-011-D1RA03395F-s1703RA-011-D1RA03395F-s1704RA-011-D1RA03395F-s1705RA-011-D1RA03395F-s1706RA-011-D1RA03395F-s1707RA-011-D1RA03395F-s1708RA-011-D1RA03395F-s1709RA-011-D1RA03395F-s1710RA-011-D1RA03395F-s1711RA-011-D1RA03395F-s1712RA-011-D1RA03395F-s1713RA-011-D1RA03395F-s1714RA-011-D1RA03395F-s1715RA-011-D1RA03395F-s1716RA-011-D1RA03395F-s1717RA-011-D1RA03395F-s1718RA-011-D1RA03395F-s1719RA-011-D1RA03395F-s1720RA-011-D1RA03395F-s1721RA-011-D1RA03395F-s1722RA-011-D1RA03395F-s1723RA-011-D1RA03395F-s1724RA-011-D1RA03395F-s1725RA-011-D1RA03395F-s1726RA-011-D1RA03395F-s1727RA-011-D1RA03395F-s1728RA-011-D1RA03395F-s1729RA-011-D1RA03395F-s1730RA-011-D1RA03395F-s1731RA-011-D1RA03395F-s1732RA-011-D1RA03395F-s1733RA-011-D1RA03395F-s1734RA-011-D1RA03395F-s1735RA-011-D1RA03395F-s1736RA-011-D1RA03395F-s1737RA-011-D1RA03395F-s1738RA-011-D1RA03395F-s1739RA-011-D1RA03395F-s1740RA-011-D1RA03395F-s1741RA-011-D1RA03395F-s1742RA-011-D1RA03395F-s1743RA-011-D1RA03395F-s1744RA-011-D1RA03395F-s1745RA-011-D1RA03395F-s1746RA-011-D1RA03395F-s1747RA-011-D1RA03395F-s1748RA-011-D1RA03395F-s1749RA-011-D1RA03395F-s1750RA-011-D1RA03395F-s1751RA-011-D1RA03395F-s1752RA-011-D1RA03395F-s1753RA-011-D1RA03395F-s1754RA-011-D1RA03395F-s1755RA-011-D1RA03395F-s1756RA-011-D1RA03395F-s1757RA-011-D1RA03395F-s1758RA-011-D1RA03395F-s1759RA-011-D1RA03395F-s1760RA-011-D1RA03395F-s1761RA-011-D1RA03395F-s1762RA-011-D1RA03395F-s1763RA-011-D1RA03395F-s1764RA-011-D1RA03395F-s1765RA-011-D1RA03395F-s1766RA-011-D1RA03395F-s1767RA-011-D1RA03395F-s1768RA-011-D1RA03395F-s1769RA-011-D1RA03395F-s1770RA-011-D1RA03395F-s1771RA-011-D1RA03395F-s1772RA-011-D1RA03395F-s1773RA-011-D1RA03395F-s1774RA-011-D1RA03395F-s1775RA-011-D1RA03395F-s1776RA-011-D1RA03395F-s1777RA-011-D1RA03395F-s1778RA-011-D1RA03395F-s1779RA-011-D1RA03395F-s1780RA-011-D1RA03395F-s1781RA-011-D1RA03395F-s1782RA-011-D1RA03395F-s1783RA-011-D1RA03395F-s1784RA-011-D1RA03395F-s1785RA-011-D1RA03395F-s1786RA-011-D1RA03395F-s1787RA-011-D1RA03395F-s1788RA-011-D1RA03395F-s1789RA-011-D1RA03395F-s1790RA-011-D1RA03395F-s1791RA-011-D1RA03395F-s1792RA-011-D1RA03395F-s1793RA-011-D1RA03395F-s1794RA-011-D1RA03395F-s1795RA-011-D1RA03395F-s1796RA-011-D1RA03395F-s1797RA-011-D1RA03395F-s1798RA-011-D1RA03395F-s1799RA-011-D1RA03395F-s1800RA-011-D1RA03395F-s1801RA-011-D1RA03395F-s1802RA-011-D1RA03395F-s1803RA-011-D1RA03395F-s1804RA-011-D1RA03395F-s1805RA-011-D1RA03395F-s1806RA-011-D1RA03395F-s1807RA-011-D1RA03395F-s1808RA-011-D1RA03395F-s1809RA-011-D1RA03395F-s1810RA-011-D1RA03395F-s1811RA-011-D1RA03395F-s1812RA-011-D1RA03395F-s1813RA-011-D1RA03395F-s1814RA-011-D1RA03395F-s1815RA-011-D1RA03395F-s1816RA-011-D1RA03395F-s1817RA-011-D1RA03395F-s1818RA-011-D1RA03395F-s1819RA-011-D1RA03395F-s1820RA-011-D1RA03395F-s1821RA-011-D1RA03395F-s1822RA-011-D1RA03395F-s1823RA-011-D1RA03395F-s1824RA-011-D1RA03395F-s1825RA-011-D1RA03395F-s1826RA-011-D1RA03395F-s1827RA-011-D1RA03395F-s1828RA-011-D1RA03395F-s1829RA-011-D1RA03395F-s1830RA-011-D1RA03395F-s1831RA-011-D1RA03395F-s1832RA-011-D1RA03395F-s1833RA-011-D1RA03395F-s1834RA-011-D1RA03395F-s1835RA-011-D1RA03395F-s1836RA-011-D1RA03395F-s1837RA-011-D1RA03395F-s1838RA-011-D1RA03395F-s1839RA-011-D1RA03395F-s1840RA-011-D1RA03395F-s1841RA-011-D1RA03395F-s1842RA-011-D1RA03395F-s1843RA-011-D1RA03395F-s1844RA-011-D1RA03395F-s1845RA-011-D1RA03395F-s1846RA-011-D1RA03395F-s1847RA-011-D1RA03395F-s1848RA-011-D1RA03395F-s1849RA-011-D1RA03395F-s1850RA-011-D1RA03395F-s1851RA-011-D1RA03395F-s1852RA-011-D1RA03395F-s1853RA-011-D1RA03395F-s1854RA-011-D1RA03395F-s1855RA-011-D1RA03395F-s1856RA-011-D1RA03395F-s1857RA-011-D1RA03395F-s1858RA-011-D1RA03395F-s1859RA-011-D1RA03395F-s1860RA-011-D1RA03395F-s1861RA-011-D1RA03395F-s1862RA-011-D1RA03395F-s1863RA-011-D1RA03395F-s1864RA-011-D1RA03395F-s1865RA-011-D1RA03395F-s1866RA-011-D1RA03395F-s1867RA-011-D1RA03395F-s1868RA-011-D1RA03395F-s1869RA-011-D1RA03395F-s1870RA-011-D1RA03395F-s1871RA-011-D1RA03395F-s1872RA-011-D1RA03395F-s1873RA-011-D1RA03395F-s1874RA-011-D1RA03395F-s1875RA-011-D1RA03395F-s1876RA-011-D1RA03395F-s1877RA-011-D1RA03395F-s1878RA-011-D1RA03395F-s1879RA-011-D1RA03395F-s1880RA-011-D1RA03395F-s1881RA-011-D1RA03395F-s1882RA-011-D1RA03395F-s1883RA-011-D1RA03395F-s1884RA-011-D1RA03395F-s1885RA-011-D1RA03395F-s1886RA-011-D1RA03395F-s1887RA-011-D1RA03395F-s1888RA-011-D1RA03395F-s1889RA-011-D1RA03395F-s1890RA-011-D1RA03395F-s1891RA-011-D1RA03395F-s1892RA-011-D1RA03395F-s1893RA-011-D1RA03395F-s1894RA-011-D1RA03395F-s1895RA-011-D1RA03395F-s1896RA-011-D1RA03395F-s1897RA-011-D1RA03395F-s1898RA-011-D1RA03395F-s1899RA-011-D1RA03395F-s1900RA-011-D1RA03395F-s1901RA-011-D1RA03395F-s1902RA-011-D1RA03395F-s1903RA-011-D1RA03395F-s1904RA-011-D1RA03395F-s1905RA-011-D1RA03395F-s1906RA-011-D1RA03395F-s1907RA-011-D1RA03395F-s1908RA-011-D1RA03395F-s1909RA-011-D1RA03395F-s1910RA-011-D1RA03395F-s1911RA-011-D1RA03395F-s1912RA-011-D1RA03395F-s1913RA-011-D1RA03395F-s1914RA-011-D1RA03395F-s1915RA-011-D1RA03395F-s1916RA-011-D1RA03395F-s1917RA-011-D1RA03395F-s1918RA-011-D1RA03395F-s1919RA-011-D1RA03395F-s1920RA-011-D1RA03395F-s1921RA-011-D1RA03395F-s1922RA-011-D1RA03395F-s1923RA-011-D1RA03395F-s1924RA-011-D1RA03395F-s1925RA-011-D1RA03395F-s1926RA-011-D1RA03395F-s1927RA-011-D1RA03395F-s1928RA-011-D1RA03395F-s1929RA-011-D1RA03395F-s1930RA-011-D1RA03395F-s1931RA-011-D1RA03395F-s1932RA-011-D1RA03395F-s1933RA-011-D1RA03395F-s1934RA-011-D1RA03395F-s1935RA-011-D1RA03395F-s1936RA-011-D1RA03395F-s1937RA-011-D1RA03395F-s1938RA-011-D1RA03395F-s1939RA-011-D1RA03395F-s1940RA-011-D1RA03395F-s1941RA-011-D1RA03395F-s1942RA-011-D1RA03395F-s1943RA-011-D1RA03395F-s1944RA-011-D1RA03395F-s1945RA-011-D1RA03395F-s1946RA-011-D1RA03395F-s1947RA-011-D1RA03395F-s1948RA-011-D1RA03395F-s1949RA-011-D1RA03395F-s1950RA-011-D1RA03395F-s1951RA-011-D1RA03395F-s1952RA-011-D1RA03395F-s1953RA-011-D1RA03395F-s1954RA-011-D1RA03395F-s1955RA-011-D1RA03395F-s1956RA-011-D1RA03395F-s1957RA-011-D1RA03395F-s1958RA-011-D1RA03395F-s1959RA-011-D1RA03395F-s1960RA-011-D1RA03395F-s1961RA-011-D1RA03395F-s1962RA-011-D1RA03395F-s1963RA-011-D1RA03395F-s1964RA-011-D1RA03395F-s1965RA-011-D1RA03395F-s1966RA-011-D1RA03395F-s1967RA-011-D1RA03395F-s1968RA-011-D1RA03395F-s1969RA-011-D1RA03395F-s1970RA-011-D1RA03395F-s1971RA-011-D1RA03395F-s1972RA-011-D1RA03395F-s1973RA-011-D1RA03395F-s1974RA-011-D1RA03395F-s1975RA-011-D1RA03395F-s1976RA-011-D1RA03395F-s1977RA-011-D1RA03395F-s1978RA-011-D1RA03395F-s1979RA-011-D1RA03395F-s1980RA-011-D1RA03395F-s1981RA-011-D1RA03395F-s1982RA-011-D1RA03395F-s1983RA-011-D1RA03395F-s1984RA-011-D1RA03395F-s1985RA-011-D1RA03395F-s1986RA-011-D1RA03395F-s1987RA-011-D1RA03395F-s1988RA-011-D1RA03395F-s1989RA-011-D1RA03395F-s1990RA-011-D1RA03395F-s1991RA-011-D1RA03395F-s1992RA-011-D1RA03395F-s1993RA-011-D1RA03395F-s1994RA-011-D1RA03395F-s1995RA-011-D1RA03395F-s1996RA-011-D1RA03395F-s1997RA-011-D1RA03395F-s1998RA-011-D1RA03395F-s1999RA-011-D1RA03395F-s2000RA-011-D1RA03395F-s2001RA-011-D1RA03395F-s2002RA-011-D1RA03395F-s2003RA-011-D1RA03395F-s2004RA-011-D1RA03395F-s2005RA-011-D1RA03395F-s2006RA-011-D1RA03395F-s2007RA-011-D1RA03395F-s2008RA-011-D1RA03395F-s2009RA-011-D1RA03395F-s2010RA-011-D1RA03395F-s2011RA-011-D1RA03395F-s2012RA-011-D1RA03395F-s2013RA-011-D1RA03395F-s2014RA-011-D1RA03395F-s2015RA-011-D1RA03395F-s2016RA-011-D1RA03395F-s2017RA-011-D1RA03395F-s2018RA-011-D1RA03395F-s2019RA-011-D1RA03395F-s2020RA-011-D1RA03395F-s2021RA-011-D1RA03395F-s2022RA-011-D1RA03395F-s2023RA-011-D1RA03395F-s2024RA-011-D1RA03395F-s2025RA-011-D1RA03395F-s2026RA-011-D1RA03395F-s2027RA-011-D1RA03395F-s2028RA-011-D1RA03395F-s2029RA-011-D1RA03395F-s2030RA-011-D1RA03395F-s2031RA-011-D1RA03395F-s2032RA-011-D1RA03395F-s2033RA-011-D1RA03395F-s2034RA-011-D1RA03395F-s2035RA-011-D1RA03395F-s2036RA-011-D1RA03395F-s2037RA-011-D1RA03395F-s2038RA-011-D1RA03395F-s2039RA-011-D1RA03395F-s2040RA-011-D1RA03395F-s2041RA-011-D1RA03395F-s2042RA-011-D1RA03395F-s2043RA-011-D1RA03395F-s2044RA-011-D1RA03395F-s2045RA-011-D1RA03395F-s2046RA-011-D1RA03395F-s2047RA-011-D1RA03395F-s2048RA-011-D1RA03395F-s2049RA-011-D1RA03395F-s2050RA-011-D1RA03395F-s2051RA-011-D1RA03395F-s2052RA-011-D1RA03395F-s2053RA-011-D1RA03395F-s2054RA-011-D1RA03395F-s2055RA-011-D1RA03395F-s2056RA-011-D1RA03395F-s2057RA-011-D1RA03395F-s2058RA-011-D1RA03395F-s2059RA-011-D1RA03395F-s2060RA-011-D1RA03395F-s2061RA-011-D1RA03395F-s2062RA-011-D1RA03395F-s2063RA-011-D1RA03395F-s2064RA-011-D1RA03395F-s2065RA-011-D1RA03395F-s2066RA-011-D1RA03395F-s2067RA-011-D1RA03395F-s2068RA-011-D1RA03395F-s2069RA-011-D1RA03395F-s2070RA-011-D1RA03395F-s2071RA-011-D1RA03395F-s2072RA-011-D1RA03395F-s2073RA-011-D1RA03395F-s2074RA-011-D1RA03395F-s2075RA-011-D1RA03395F-s2076RA-011-D1RA03395F-s2077RA-011-D1RA03395F-s2078RA-011-D1RA03395F-s2079RA-011-D1RA03395F-s2080RA-011-D1RA03395F-s2081RA-011-D1RA03395F-s2082RA-011-D1RA03395F-s2083RA-011-D1RA03395F-s2084RA-011-D1RA03395F-s2085RA-011-D1RA03395F-s2086RA-011-D1RA03395F-s2087RA-011-D1RA03395F-s2088RA-011-D1RA03395F-s2089RA-011-D1RA03395F-s2090RA-011-D1RA03395F-s2091RA-011-D1RA03395F-s2092RA-011-D1RA03395F-s2093RA-011-D1RA03395F-s2094RA-011-D1RA03395F-s2095RA-011-D1RA03395F-s2096RA-011-D1RA03395F-s2097RA-011-D1RA03395F-s2098RA-011-D1RA03395F-s2099RA-011-D1RA03395F-s2100RA-011-D1RA03395F-s2101RA-011-D1RA03395F-s2102RA-011-D1RA03395F-s2103RA-011-D1RA03395F-s2104RA-011-D1RA03395F-s2105RA-011-D1RA03395F-s2106RA-011-D1RA03395F-s2107RA-011-D1RA03395F-s2108RA-011-D1RA03395F-s2109RA-011-D1RA03395F-s2110RA-011-D1RA03395F-s2111RA-011-D1RA03395F-s2112RA-011-D1RA03395F-s2113RA-011-D1RA03395F-s2114RA-011-D1RA03395F-s2115RA-011-D1RA03395F-s2116RA-011-D1RA03395F-s2117RA-011-D1RA03395F-s2118RA-011-D1RA03395F-s2119RA-011-D1RA03395F-s2120RA-011-D1RA03395F-s2121RA-011-D1RA03395F-s2122RA-011-D1RA03395F-s2123RA-011-D1RA03395F-s2124RA-011-D1RA03395F-s2125RA-011-D1RA03395F-s2126RA-011-D1RA03395F-s2127RA-011-D1RA03395F-s2128RA-011-D1RA03395F-s2129RA-011-D1RA03395F-s2130RA-011-D1RA03395F-s2131RA-011-D1RA03395F-s2132RA-011-D1RA03395F-s2133RA-011-D1RA03395F-s2134RA-011-D1RA03395F-s2135RA-011-D1RA03395F-s2136RA-011-D1RA03395F-s2137RA-011-D1RA03395F-s2138RA-011-D1RA03395F-s2139RA-011-D1RA03395F-s2140RA-011-D1RA03395F-s2141RA-011-D1RA03395F-s2142RA-011-D1RA03395F-s2143RA-011-D1RA03395F-s2144RA-011-D1RA03395F-s2145RA-011-D1RA03395F-s2146RA-011-D1RA03395F-s2147RA-011-D1RA03395F-s2148RA-011-D1RA03395F-s2149RA-011-D1RA03395F-s2150RA-011-D1RA03395F-s2151RA-011-D1RA03395F-s2152RA-011-D1RA03395F-s2153RA-011-D1RA03395F-s2154RA-011-D1RA03395F-s2155RA-011-D1RA03395F-s2156RA-011-D1RA03395F-s2157RA-011-D1RA03395F-s2158RA-011-D1RA03395F-s2159RA-011-D1RA03395F-s2160RA-011-D1RA03395F-s2161RA-011-D1RA03395F-s2162RA-011-D1RA03395F-s2163RA-011-D1RA03395F-s2164RA-011-D1RA03395F-s2165RA-011-D1RA03395F-s2166RA-011-D1RA03395F-s2167RA-011-D1RA03395F-s2168RA-011-D1RA03395F-s2169RA-011-D1RA03395F-s2170RA-011-D1RA03395F-s2171RA-011-D1RA03395F-s2172RA-011-D1RA03395F-s2173RA-011-D1RA03395F-s2174RA-011-D1RA03395F-s2175RA-011-D1RA03395F-s2176RA-011-D1RA03395F-s2177RA-011-D1RA03395F-s2178RA-011-D1RA03395F-s2179RA-011-D1RA03395F-s2180RA-011-D1RA03395F-s2181RA-011-D1RA03395F-s2182RA-011-D1RA03395F-s2183RA-011-D1RA03395F-s2184RA-011-D1RA03395F-s2185RA-011-D1RA03395F-s2186RA-011-D1RA03395F-s2187RA-011-D1RA03395F-s2188RA-011-D1RA03395F-s2189RA-011-D1RA03395F-s2190RA-011-D1RA03395F-s2191RA-011-D1RA03395F-s2192RA-011-D1RA03395F-s2193RA-011-D1RA03395F-s2194RA-011-D1RA03395F-s2195RA-011-D1RA03395F-s2196RA-011-D1RA03395F-s2197RA-011-D1RA03395F-s2198RA-011-D1RA03395F-s2199RA-011-D1RA03395F-s2200RA-011-D1RA03395F-s2201RA-011-D1RA03395F-s2202RA-011-D1RA03395F-s2203RA-011-D1RA03395F-s2204RA-011-D1RA03395F-s2205RA-011-D1RA03395F-s2206RA-011-D1RA03395F-s2207RA-011-D1RA03395F-s2208RA-011-D1RA03395F-s2209RA-011-D1RA03395F-s2210RA-011-D1RA03395F-s2211RA-011-D1RA03395F-s2212RA-011-D1RA03395F-s2213RA-011-D1RA03395F-s2214RA-011-D1RA03395F-s2215RA-011-D1RA03395F-s2216RA-011-D1RA03395F-s2217RA-011-D1RA03395F-s2218RA-011-D1RA03395F-s2219RA-011-D1RA03395F-s2220RA-011-D1RA03395F-s2221RA-011-D1RA03395F-s2222RA-011-D1RA03395F-s2223RA-011-D1RA03395F-s2224RA-011-D1RA03395F-s2225RA-011-D1RA03395F-s2226RA-011-D1RA03395F-s2227RA-011-D1RA03395F-s2228RA-011-D1RA03395F-s2229RA-011-D1RA03395F-s2230RA-011-D1RA03395F-s2231RA-011-D1RA03395F-s2232RA-011-D1RA03395F-s2233RA-011-D1RA03395F-s2234RA-011-D1RA03395F-s2235RA-011-D1RA03395F-s2236RA-011-D1RA03395F-s2237RA-011-D1RA03395F-s2238RA-011-D1RA03395F-s2239RA-011-D1RA03395F-s2240RA-011-D1RA03395F-s2241RA-011-D1RA03395F-s2242RA-011-D1RA03395F-s2243RA-011-D1RA03395F-s2244RA-011-D1RA03395F-s2245RA-011-D1RA03395F-s2246RA-011-D1RA03395F-s2247RA-011-D1RA03395F-s2248RA-011-D1RA03395F-s2249RA-011-D1RA03395F-s2250RA-011-D1RA03395F-s2251RA-011-D1RA03395F-s2252RA-011-D1RA03395F-s2253RA-011-D1RA03395F-s2254RA-011-D1RA03395F-s2255RA-011-D1RA03395F-s2256RA-011-D1RA03395F-s2257RA-011-D1RA03395F-s2258RA-011-D1RA03395F-s2259RA-011-D1RA03395F-s2260RA-011-D1RA03395F-s2261RA-011-D1RA03395F-s2262RA-011-D1RA03395F-s2263RA-011-D1RA03395F-s2264RA-011-D1RA03395F-s2265RA-011-D1RA03395F-s2266RA-011-D1RA03395F-s2267RA-011-D1RA03395F-s2268RA-011-D1RA03395F-s2269RA-011-D1RA03395F-s2270RA-011-D1RA03395F-s2271RA-011-D1RA03395F-s2272RA-011-D1RA03395F-s2273RA-011-D1RA03395F-s2274RA-011-D1RA03395F-s2275RA-011-D1RA03395F-s2276RA-011-D1RA03395F-s2277RA-011-D1RA03395F-s2278RA-011-D1RA03395F-s2279RA-011-D1RA03395F-s2280RA-011-D1RA03395F-s2281RA-011-D1RA03395F-s2282RA-011-D1RA03395F-s2283RA-011-D1RA03395F-s2284RA-011-D1RA03395F-s2285RA-011-D1RA03395F-s2286RA-011-D1RA03395F-s2287RA-011-D1RA03395F-s2288RA-011-D1RA03395F-s2289RA-011-D1RA03395F-s2290RA-011-D1RA03395F-s2291RA-011-D1RA03395F-s2292RA-011-D1RA03395F-s2293RA-011-D1RA03395F-s2294RA-011-D1RA03395F-s2295RA-011-D1RA03395F-s2296RA-011-D1RA03395F-s2297RA-011-D1RA03395F-s2298RA-011-D1RA03395F-s2299RA-011-D1RA03395F-s2300RA-011-D1RA03395F-s2301RA-011-D1RA03395F-s2302RA-011-D1RA03395F-s2303RA-011-D1RA03395F-s2304RA-011-D1RA03395F-s2305RA-011-D1RA03395F-s2306RA-011-D1RA03395F-s2307RA-011-D1RA03395F-s2308RA-011-D1RA03395F-s2309RA-011-D1RA03395F-s2310RA-011-D1RA03395F-s2311RA-011-D1RA03395F-s2312RA-011-D1RA03395F-s2313RA-011-D1RA03395F-s2314RA-011-D1RA03395F-s2315RA-011-D1RA03395F-s2316RA-011-D1RA03395F-s2317RA-011-D1RA03395F-s2318RA-011-D1RA03395F-s2319RA-011-D1RA03395F-s2320RA-011-D1RA03395F-s2321RA-011-D1RA03395F-s2322RA-011-D1RA03395F-s2323RA-011-D1RA03395F-s2324RA-011-D1RA03395F-s2325RA-011-D1RA03395F-s2326RA-011-D1RA03395F-s2327RA-011-D1RA03395F-s2328RA-011-D1RA03395F-s2329RA-011-D1RA03395F-s2330RA-011-D1RA03395F-s2331RA-011-D1RA03395F-s2332RA-011-D1RA03395F-s2333RA-011-D1RA03395F-s2334RA-011-D1RA03395F-s2335RA-011-D1RA03395F-s2336RA-011-D1RA03395F-s2337RA-011-D1RA03395F-s2338RA-011-D1RA03395F-s2339RA-011-D1RA03395F-s2340RA-011-D1RA03395F-s2341RA-011-D1RA03395F-s2342RA-011-D1RA03395F-s2343RA-011-D1RA03395F-s2344RA-011-D1RA03395F-s2345RA-011-D1RA03395F-s2346RA-011-D1RA03395F-s2347RA-011-D1RA03395F-s2348RA-011-D1RA03395F-s2349RA-011-D1RA03395F-s2350RA-011-D1RA03395F-s2351RA-011-D1RA03395F-s2352RA-011-D1RA03395F-s2353RA-011-D1RA03395F-s2354RA-011-D1RA03395F-s2355RA-011-D1RA03395F-s2356RA-011-D1RA03395F-s2357RA-011-D1RA03395F-s2358RA-011-D1RA03395F-s2359RA-011-D1RA03395F-s2360RA-011-D1RA03395F-s2361RA-011-D1RA03395F-s2362RA-011-D1RA03395F-s2363RA-011-D1RA03395F-s2364RA-011-D1RA03395F-s2365RA-011-D1RA03395F-s2366RA-011-D1RA03395F-s2367RA-011-D1RA03395F-s2368RA-011-D1RA03395F-s2369RA-011-D1RA03395F-s2370RA-011-D1RA03395F-s2371RA-011-D1RA03395F-s2372RA-011-D1RA03395F-s2373RA-011-D1RA03395F-s2374RA-011-D1RA03395F-s2375RA-011-D1RA03395F-s2376RA-011-D1RA03395F-s2377RA-011-D1RA03395F-s2378RA-011-D1RA03395F-s2379RA-011-D1RA03395F-s2380RA-011-D1RA03395F-s2381RA-011-D1RA03395F-s2382RA-011-D1RA03395F-s2383RA-011-D1RA03395F-s2384RA-011-D1RA03395F-s2385RA-011-D1RA03395F-s2386RA-011-D1RA03395F-s2387RA-011-D1RA03395F-s2388RA-011-D1RA03395F-s2389RA-011-D1RA03395F-s2390RA-011-D1RA03395F-s2391RA-011-D1RA03395F-s2392RA-011-D1RA03395F-s2393RA-011-D1RA03395F-s2394RA-011-D1RA03395F-s2395RA-011-D1RA03395F-s2396RA-011-D1RA03395F-s2397RA-011-D1RA03395F-s2398RA-011-D1RA03395F-s2399RA-011-D1RA03395F-s2400RA-011-D1RA03395F-s2401RA-011-D1RA03395F-s2402RA-011-D1RA03395F-s2403RA-011-D1RA03395F-s2404RA-011-D1RA03395F-s2405RA-011-D1RA03395F-s2406RA-011-D1RA03395F-s2407RA-011-D1RA03395F-s2408RA-011-D1RA03395F-s2409RA-011-D1RA03395F-s2410RA-011-D1RA03395F-s2411RA-011-D1RA03395F-s2412RA-011-D1RA03395F-s2413RA-011-D1RA03395F-s2414RA-011-D1RA03395F-s2415RA-011-D1RA03395F-s2416RA-011-D1RA03395F-s2417RA-011-D1RA03395F-s2418RA-011-D1RA03395F-s2419RA-011-D1RA03395F-s2420RA-011-D1RA03395F-s2421RA-011-D1RA03395F-s2422RA-011-D1RA03395F-s2423RA-011-D1RA03395F-s2424RA-011-D1RA03395F-s2425RA-011-D1RA03395F-s2426RA-011-D1RA03395F-s2427RA-011-D1RA03395F-s2428RA-011-D1RA03395F-s2429RA-011-D1RA03395F-s2430RA-011-D1RA03395F-s2431RA-011-D1RA03395F-s2432RA-011-D1RA03395F-s2433RA-011-D1RA03395F-s2434RA-011-D1RA03395F-s2435RA-011-D1RA03395F-s2436RA-011-D1RA03395F-s2437RA-011-D1RA03395F-s2438RA-011-D1RA03395F-s2439RA-011-D1RA03395F-s2440RA-011-D1RA03395F-s2441RA-011-D1RA03395F-s2442RA-011-D1RA03395F-s2443RA-011-D1RA03395F-s2444RA-011-D1RA03395F-s2445RA-011-D1RA03395F-s2446RA-011-D1RA03395F-s2447RA-011-D1RA03395F-s2448RA-011-D1RA03395F-s2449RA-011-D1RA03395F-s2450RA-011-D1RA03395F-s2451RA-011-D1RA03395F-s2452RA-011-D1RA03395F-s2453RA-011-D1RA03395F-s2454RA-011-D1RA03395F-s2455RA-011-D1RA03395F-s2456RA-011-D1RA03395F-s2457RA-011-D1RA03395F-s2458RA-011-D1RA03395F-s2459RA-011-D1RA03395F-s2460RA-011-D1RA03395F-s2461RA-011-D1RA03395F-s2462RA-011-D1RA03395F-s2463RA-011-D1RA03395F-s2464RA-011-D1RA03395F-s2465RA-011-D1RA03395F-s2466RA-011-D1RA03395F-s2467RA-011-D1RA03395F-s2468RA-011-D1RA03395F-s2469RA-011-D1RA03395F-s2470RA-011-D1RA03395F-s2471RA-011-D1RA03395F-s2472RA-011-D1RA03395F-s2473RA-011-D1RA03395F-s2474RA-011-D1RA03395F-s2475RA-011-D1RA03395F-s2476RA-011-D1RA03395F-s2477RA-011-D1RA03395F-s2478RA-011-D1RA03395F-s2479RA-011-D1RA03395F-s2480RA-011-D1RA03395F-s2481RA-011-D1RA03395F-s2482RA-011-D1RA03395F-s2483RA-011-D1RA03395F-s2484RA-011-D1RA03395F-s2485RA-011-D1RA03395F-s2486RA-011-D1RA03395F-s2487RA-011-D1RA03395F-s2488RA-011-D1RA03395F-s2489RA-011-D1RA03395F-s2490RA-011-D1RA03395F-s2491RA-011-D1RA03395F-s2492RA-011-D1RA03395F-s2493RA-011-D1RA03395F-s2494RA-011-D1RA03395F-s2495RA-011-D1RA03395F-s2496RA-011-D1RA03395F-s2497RA-011-D1RA03395F-s2498RA-011-D1RA03395F-s2499RA-011-D1RA03395F-s2500RA-011-D1RA03395F-s2501RA-011-D1RA03395F-s2502RA-011-D1RA03395F-s2503RA-011-D1RA03395F-s2504RA-011-D1RA03395F-s2505RA-011-D1RA03395F-s2506RA-011-D1RA03395F-s2507RA-011-D1RA03395F-s2508RA-011-D1RA03395F-s2509RA-011-D1RA03395F-s2510


The correct ORCID iD is: 0000-0002-3305-0034 (