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dataset's Introduction



A global dataset for cloud and cloud shadow semantic understanding

Introduction  • Install  • Citation  • Acknowledgment

A Python package that provides access to the cloudSEN12 dataset utilizing PySTAC. It also includes the UnetMobV2 model's weights. See CloudSEN12 website for examples.

Install

pip install cloudsen12

Citation

@article{aybar2022cloudsen12,
  title={CloudSEN12-a global dataset for semantic understanding of cloud and cloud shadow in Sentinel-2},
  author={Aybar, Cesar and Ysuhuaylas, Luis and Loja, Jhomira and Gonzales, Karen and Herrera, Fernando and Yali, Roy and Flores, Angie and Diaz, Lissette and Cuenca, Nicole and Espinoza, Wendy and Prudencio, Fernando and Llactayo, Valeria and Montero, David and Sudmanns, Martin and Tiede, Dirk and Mateo-García, Gonzalo and Gómez-Chova, Luis},
  year={2022},
  publisher={EarthArXiv}
}

Acknowledgment

This project gratefully acknowledges:

for computing resources

dataset's People

Contributors

csaybar avatar fernandoprudencio avatar leslybautista avatar ryali93 avatar

Stargazers

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Watchers

 avatar

Forkers

priyeshtripathi

dataset's Issues

fix metadata .json

Buenos dias todos estos JSON tienen un problema en su estructura. Porfavor arreglarlo y subirlo a drive
https://drive.google.com/drive/u/1/folders/1Cgsoi3hWVs8wnV4s8k4Evi6xs3NreMlO

library(magrittr)
library(jsonlite)
json_control <- function(metadata_files) {
  sapply(
    X = metadata_files,
    FUN = function(x) tryCatch(
      expr = {jsonlite::read_json(x); FALSE},
      error = function(e) TRUE
    )
  ) %>% as.logical()
}
metadata_folder <- "/home/csaybar/Documents/Github/letters/letter_01/metadata/"
metadata_files <- list.files(metadata_folder, full.names = TRUE)
metadata_files[json_control(metadata_files)]
#>  [1] "/home/csaybar/Documents/Github/letters/letter_01/metadata//metadata_0501.json"
#>  [2] "/home/csaybar/Documents/Github/letters/letter_01/metadata//metadata_0504.json"
#>  [3] "/home/csaybar/Documents/Github/letters/letter_01/metadata//metadata_0527.json"
#>  [4] "/home/csaybar/Documents/Github/letters/letter_01/metadata//metadata_0529.json"
#>  [5] "/home/csaybar/Documents/Github/letters/letter_01/metadata//metadata_0549.json"
#>  [6] "/home/csaybar/Documents/Github/letters/letter_01/metadata//metadata_0551.json"
#>  [7] "/home/csaybar/Documents/Github/letters/letter_01/metadata//metadata_0570.json"
#>  [8] "/home/csaybar/Documents/Github/letters/letter_01/metadata//metadata_0598.json"
#>  [9] "/home/csaybar/Documents/Github/letters/letter_01/metadata//metadata_0601.json"
#> [10] "/home/csaybar/Documents/Github/letters/letter_01/metadata//metadata_0605.json"
#> [11] "/home/csaybar/Documents/Github/letters/letter_01/metadata//metadata_0606.json"
#> [12] "/home/csaybar/Documents/Github/letters/letter_01/metadata//metadata_0608.json"
#> [13] "/home/csaybar/Documents/Github/letters/letter_01/metadata//metadata_0655.json"
#> [14] "/home/csaybar/Documents/Github/letters/letter_01/metadata//metadata_0669.json"
#> [15] "/home/csaybar/Documents/Github/letters/letter_01/metadata//metadata_0682.json"
#> [16] "/home/csaybar/Documents/Github/letters/letter_01/metadata//metadata_0691.json"
#> [17] "/home/csaybar/Documents/Github/letters/letter_01/metadata//metadata_0704.json"
#> [18] "/home/csaybar/Documents/Github/letters/letter_01/metadata//metadata_0720.json"
#> [19] "/home/csaybar/Documents/Github/letters/letter_01/metadata//metadata_0726.json"
#> [20] "/home/csaybar/Documents/Github/letters/letter_01/metadata//metadata_0766.json"
#> [21] "/home/csaybar/Documents/Github/letters/letter_01/metadata//metadata_0783.json"
#> [22] "/home/csaybar/Documents/Github/letters/letter_01/metadata//metadata_0802.json"
#> [23] "/home/csaybar/Documents/Github/letters/letter_01/metadata//metadata_0998.json"

THIN CLOUD

Cesar, aquí encontré algunas nubes tenues pero no se si deba considerarlas como thin cloud, o quiza sean insignificantes... ¿qué dices?
ID: 20200125T145719_20200125T145718_T19LCK
image

image #

Prueba 1

Tengo problemas en saber si es una nube
image

Problemas con datos duplicados

[1] "metadata//metadata_0003.json" "metadata//metadata_0016.json" "metadata//metadata_0045.json"
[4] "metadata//metadata_0047.json" "metadata//metadata_0082.json" "metadata//metadata_0097.json"
[7] "metadata//metadata_0113.json" "metadata//metadata_0156.json" "metadata//metadata_0157.json"
[10] "metadata//metadata_0183.json" "metadata//metadata_0203.json" "metadata//metadata_0237.json"
[13] "metadata//metadata_0238.json" "metadata//metadata_0317.json" "metadata//metadata_1165.json"
[16] "metadata//metadata_1237.json"

Ayudenme a entender sus comentarios!

Gracias por todos sus comentarios, luego de revisarlo detenidamente aun tengo algunas dudas:

[1] "metadata_0005.json: munber images: 24"                                                         
  [2] "metadata_0006.json: Number images: 46"                                                         
  [3] "metadata_0009.json: "                                                                          
  [4] "metadata_0010.json: Number images: 29"                                                         
  [5] "metadata_0011.json: "                                                                          
  [6] "metadata_0012.json: "                                                                          
  [7] "metadata_0017.json: Number images: 60. corrected"                                              
  [8] "metadata_0018.json: Number images:61.  "                                                       
  [9] "metadata_0019.json: "                                                                          
 [10] "metadata_0020.json: "                                                                          
 [11] "metadata_0024.json: Number images: 41"                                                         
 [12] "metadata_0025.json: "                                                                          
 [13] "metadata_0028.json: Number images: 26. I worked with 26 images"                                
 [14] "metadata_0031.json: Number images: 41"                                                         
 [15] "metadata_0037.json: Number images: 39"                                                         
 [16] "metadata_0040.json: Number images: 42 "                                                        
 [17] "metadata_0041.json: Number image: 60"                                                          
 [18] "metadata_0044.json: Number images: 30"                                                         
 [19] "metadata_0045.json: "                                                                          
 [20] "metadata_0048.json: for 44% force value"                                                       
 [21] "metadata_0049.json: Number images: 44"                                                         
 [22] "metadata_0051.json: Number images: 46 "                                                        
 [23] "metadata_0053.json: "                                                                          
 [24] "metadata_0054.json: Number images: 29"                                                         
 [25] "metadata_0057.json: Number images: 48"                                                         
 [26] "metadata_0058.json: Number images: 47"                                                         
 [27] "metadata_0059.json: Number images: 41"                                                         
 [28] "metadata_0060.json: Number images: 19"                                                         
 [29] "metadata_0061.json: Number of images 29"                                                       
 [30] "metadata_0069.json: Number images: 39"                                                         
 [31] "metadata_0070.json: Number images: 48"                                                         
 [32] "metadata_0071.json: Number images: 39"                                                         
 [33] "metadata_0072.json: "                                                                          
 [34] "metadata_0075.json: Number images: 42"                                                         
 [35] "metadata_0079.json: Number images: 41"                                                         
 [36] "metadata_0080.json: Number images: 47"                                                         
 [37] "metadata_0083.json: Number images: 42"                                                         
 [38] "metadata_0085.json: Number images: 25"                                                         
 [39] "metadata_0086.json: Numer images: 41"                                                          
 [40] "metadata_0088.json: "                                                                          
 [41] "metadata_0093.json: "                                                                          
 [42] "metadata_0098.json: Number images: 42"                                                         
 [43] "metadata_0099.json: Number images: 46"                                                         
 [44] "metadata_0101.json: NUmber images: 34"                                                         
 [45] "metadata_0103.json: Number images: 49"                                                         
 [46] "metadata_0104.json: Number images: 20"                                                         
 [47] "metadata_0105.json: Number images: 23"                                                         
 [48] "metadata_0108.json:  Desert area in Africa"                                                    
 [49] "metadata_0109.json: "                                                                          
 [50] "metadata_0110.json: "                                                                          
 [51] "metadata_0116.json: Number images: 46"                                                         
 [52] "metadata_0120.json: "                                                                          
 [53] "metadata_0121.json: "                                                                          
 [54] "metadata_0122.json: Number images: 49"                                                         
 [55] "metadata_0123.json: Number images: 21"                                                         
 [56] "metadata_0126.json: "                                                                          
 [57] "metadata_0128.json: "                                                                          
 [58] "metadata_0132.json: "                                                                          
 [59] "metadata_0135.json: Number images: 18"                                                         
 [60] "metadata_0136.json: Number images: 47"                                                         
 [61] "metadata_0141.json: Number images: 48"                                                         
 [62] "metadata_0150.json: "                                                                          
 [63] "metadata_0152.json: "                                                                          
 [64] "metadata_0156.json: Number images: 29"                                                         
 [65] "metadata_0159.json: "                                                                          
 [66] "metadata_0162.json: Number images: 30"                                                         
 [67] "metadata_0164.json: Number images: 23"                                                         
 [68] "metadata_0165.json: Number images: 47"                                                         
 [69] "metadata_0166.json: Number images: 46"                                                         
 [70] "metadata_0167.json: Number images: 43"                                                         
 [71] "metadata_0168.json: Number images: 43"                                                         
 [72] "metadata_0170.json: Number images: 44"                                                         
 [73] "metadata_0171.json: Number images: 49"                                                         
 [74] "metadata_0172.json: Number images: 42"                                                         
 [75] "metadata_0178.json:  Number images: 30"                                                        
 [76] "metadata_0183.json: "                                                                          
 [77] "metadata_0186.json: "                                                                          
 [78] "metadata_0187.json: "                                                                          
 [79] "metadata_0188.json: Number images: 46"                                                         
 [80] "metadata_0190.json: Number images: 46"                                                         
 [81] "metadata_0192.json: Number images: 49"                                                         
 [82] "metadata_0195.json: clear and clean image with snow background for 0% "                        
 [83] "metadata_0203.json: Number images: 43"                                                         
 [84] "metadata_0212.json: "                                                                          
 [85] "metadata_0214.json: task with snow"                                                            
 [86] "metadata_0226.json: revisar quizá este confundiendo cirrus con haze"                           
 [87] "metadata_0227.json: Number images: 42"                                                         
 [88] "metadata_0229.json: Para 25% posible mackerel"                                                 
 [89] "metadata_0231.json: revisar para porcentaje de 22.6 "                                          
 [90] "metadata_0235.json: "                                                                          
 [91] "metadata_0236.json: para porcentaje de 79 también puede ser cirrus "                           
 [92] "metadata_0237.json: "                                                                          
 [93] "metadata_0238.json: Number images: 24"                                                         
 [94] "metadata_0244.json: Number images: 15"                                                         
 [95] "metadata_0248.json: "                                                                          
 [96] "metadata_0257.json: 30 img obs en prob 11"                                                     
 [97] "metadata_0258.json: 31 img"                                                                    
 [98] "metadata_0260.json: misma img para 12 y 30"                                                    
 [99] "metadata_0261.json: 29 img"                                                                    
[100] "metadata_0263.json: misma img para 60 y 69 (31 img para este punto)"                           
[101] "metadata_0264.json: misma img para 41 y 50"                                                    
[102] "metadata_0270.json: 27 imgs"                                                                   
[103] "metadata_0277.json: 21 img, misma img para 39 y 46 prob"                                       
[104] "metadata_0279.json: misma img para 33 y 51"                                                    
[105] "metadata_0287.json: no hay imagen con prob 15 uso de otra img"                                 
[106] "metadata_0288.json: 30 img, misma img para 21 y 25 prob"                                       
[107] "metadata_0311.json: 30 imgs"                                                                   
[108] "metadata_0313.json: 25 img"                                                                    
[109] "metadata_0323.json: 33 img"                                                                    
[110] "metadata_0324.json: 42 img"                                                                    
[111] "metadata_0329.json: 31 img"                                                                    
[112] "metadata_0332.json: 35img"                                                                     
[113] "metadata_0337.json: 35 img"                                                                    
[114] "metadata_0338.json: NO HAY IMG PARA 30"                                                        
[115] "metadata_0343.json: uso de la misma imagen(53) para 25prob"                                    
[116] "metadata_0344.json: no hay imagenes adecuadas para 35-51 prob"                                 
[117] "metadata_0345.json: 30 img"                                                                    
[118] "metadata_0347.json: 30img"                                                                     
[119] "metadata_0352.json: 43 img"                                                                    
[120] "metadata_0362.json: no hay img prob 13"                                                        
[121] "metadata_0364.json: prob 0"                                                                    
[122] "metadata_0380.json: 27 img, falta 34 de prob(se uso la img de 55 de prob)"                     
[123] "metadata_0382.json: 38 imgs falta prob 21"                                                     
[124] "metadata_0383.json: misma img para 21 y 29"                                                    
[125] "metadata_0386.json: 33 imgs"                                                                   
[126] "metadata_0387.json: 33 imgs"                                                                   
[127] "metadata_0395.json: falta prob 16"                                                             
[128] "metadata_0437.json: misma img para 13 y 29"                                                    
[129] "metadata_0451.json: 20 imagenes"                                                               
[130] "metadata_0461.json: para la prob 54 se uso una img de mucho mayor prob"                        
[131] "metadata_0469.json: 46 imagenes"                                                               
[132] "metadata_0487.json: 31 imgs "                                                                  
[133] "metadata_0495.json: 27 imagenes, imagen 53 se utilizo una img de mayor prob"                   
[134] "metadata_0496.json: 25 imgs, "                                                                 
[135] "TRUE"                                                                                          
[136] "metadata_0582.json: not enough images"                                                         
[137] "metadata_0620.json: no clean image"                                                            
[138] "metadata_0621.json: "                                                                          
[139] "TRUE"                                                                                          
[140] "metadata_0751.json: total_16_imagenes"                                                         
[141] "metadata_0754.json: total_38_imagenes"                                                         
[142] "metadata_0756.json: total_33_imagenes"                                                         
[143] "metadata_0757.json: total_45_imagenes"                                                         
[144] "metadata_0764.json: total_30_imagenes"                                                         
[145] "metadata_0765.json: total_29_imagenes"                                                         
[146] "metadata_0774.json: total_34_imagenes"                                                         
[147] "metadata_0778.json: total_29_imagenes"                                                         
[148] "metadata_0782.json: total_41_imagenes__punto_con_dificultad"                                   
[149] "metadata_0786.json: total_46_imagenes"                                                         
[150] "metadata_0791.json: total_47_imagenes"                                                         
[151] "metadata_0795.json: total_39_imagenes-con_dificultad"                                          
[152] "metadata_0796.json: total_30_imagenes"                                                         
[153] "metadata_0797.json: con_dificultad_en_ultima_imagen"                                           
[154] "metadata_0806.json: total_29_imagenes"                                                         
[155] "metadata_0807.json: total_27_imagenes"                                                         
[156] "metadata_0808.json: punto_con_dificultad"                                                      
[157] "metadata_0809.json: total_40_imagenes"                                                         
[158] "metadata_0810.json: total_32_imagenes"                                                         
[159] "metadata_0817.json: total_28_imagenes"                                                         
[160] "metadata_0824.json: total_28_imagenes"                                                         
[161] "metadata_0826.json: total_29_imagenes"                                                         
[162] "metadata_0827.json: total_30_imagenes"                                                         
[163] "metadata_0828.json: total_30_imagenes"                                                         
[164] "metadata_0829.json: total_29_imagenes"                                                         
[165] "metadata_0830.json: total_28_imagenes"                                                         
[166] "metadata_0833.json: total_30_imagenes"                                                         
[167] "metadata_0834.json: total_29_imagenes"                                                         
[168] "metadata_0841.json: total_39_imagenes"                                                         
[169] "metadata_0846.json: total_26_imagenes"                                                         
[170] "metadata_0849.json: total_30_imagenes"                                                         
[171] "metadata_0861.json: total_39_imagenes"                                                         
[172] "metadata_0871.json: punto_con_dificultad"                                                      
[173] "metadata_0872.json: total_32_imagenes"                                                         
[174] "metadata_0875.json: total_49_imagenes"                                                         
[175] "metadata_0879.json: punto_con_dificultad"                                                      
[176] "metadata_0885.json: total_30_imagenes"                                                         
[177] "metadata_0894.json: total_48_imagenes"                                                         
[178] "metadata_0895.json: total_29_imagenes"                                                         
[179] "metadata_0902.json: total_39_imagenes"                                                         
[180] "metadata_0904.json: total_37_imagenes"                                                         
[181] "metadata_0905.json: total_43_imagenes"                                                         
[182] "metadata_0909.json: total_25_imagenes"                                                         
[183] "metadata_0912.json: total_31_imagenes"                                                         
[184] "metadata_0915.json: total_36_imagenes"                                                         
[185] "metadata_0916.json: total_28_imagenes"                                                         
[186] "metadata_0919.json: total_30_imagenes"                                                         
[187] "metadata_0920.json: total_29_imagenes"                                                         
[188] "metadata_0932.json: total_30_imagenes"                                                         
[189] "metadata_0943.json: total_49_imagenes"                                                         
[190] "metadata_0944.json: total_49_imagenes"                                                         
[191] "metadata_0945.json: dificultad_en_primera_imagen"                                              
[192] "metadata_0946.json: total_21_imagenes"                                                         
[193] "metadata_0948.json: total_45_imagenes"                                                         
[194] "metadata_0949.json: total_21_imagenes"                                                         
[195] "metadata_0951.json: total_33_imagenes"                                                         
[196] "metadata_0953.json: total_23_imagenes"                                                         
[197] "metadata_0954.json: total_29_imagenes"                                                         
[198] "metadata_0960.json: total_26_imagenes"                                                         
[199] "metadata_0973.json: total_34_imagenes__primera_imagen_complicada"                              
[200] "metadata_0976.json: total_39_imagenes"                                                         
[201] "metadata_0984.json: total_39_imagenes"                                                         
[202] "metadata_0988.json: total_32_imagenes"                                                         
[203] "metadata_0990.json: total_36_imagenes"                                                         
[204] "metadata_0993.json: total_42_imagenes"                                                         
[205] "metadata_0994.json: total_39_imagenes"                                                         
[206] "metadata_0998.json: total_30_imagenes"                                                         
[207] "metadata_1001.json: Number images: 64"                                                         
[208] "metadata_1002.json: Number images: 60"                                                         
[209] "metadata_1003.json: Number images: 29"                                                         
[210] "metadata_1004.json: images:59 "                                                                
[211] "metadata_1005.json: images:56"                                                                 
[212] "metadata_1007.json: images:74. "                                                               
[213] "metadata_1008.json: Number images: 70"                                                         
[214] "metadata_1009.json: Angola-Africa. Images: 29"                                                 
[215] "metadata_1010.json: Botsuana sur de Africa, 60 images"                                         
[216] "metadata_1011.json: images:70"                                                                 
[217] "metadata_1012.json: images: 109"                                                               
[218] "metadata_1013.json: Images: 58"                                                                
[219] "metadata_1014.json: Guizhou-China. images:112"                                                 
[220] "metadata_1017.json: images: 56"                                                                
[221] "metadata_1018.json: images:51"                                                                 
[222] "metadata_1020.json: Number images: 31"                                                         
[223] "metadata_1034.json: Number images: 48"                                                         
[224] "metadata_1037.json: Number images:42"                                                          
[225] "metadata_1039.json: Number images: 30"                                                         
[226] "metadata_1040.json: NNumber images: 46"                                                        
[227] "metadata_1043.json: Number images: 30"                                                         
[228] "metadata_1044.json: Number images:44"                                                          
[229] "metadata_1046.json:  I downloaded 50 images"                                                   
[230] "metadata_1057.json: images: 59"                                                                
[231] "metadata_1059.json: images: 55"                                                                
[232] "metadata_1060.json: images: 55"                                                                
[233] "metadata_1062.json: images: 63"                                                                
[234] "metadata_1064.json: images: 30"                                                                
[235] "metadata_1065.json: images: 58"                                                                
[236] "metadata_1066.json: Number images: 30"                                                         
[237] "metadata_1067.json: Number iamges: 30"                                                         
[238] "metadata_1068.json: images: 58"                                                                
[239] "metadata_1069.json: Number images: 30"                                                         
[240] "metadata_1070.json: Numbr images: 30"                                                          
[241] "metadata_1072.json: Images: 29"                                                                
[242] "metadata_1076.json: Images: 28"                                                                
[243] "metadata_1077.json: Images: 29"                                                                
[244] "metadata_1078.json: Number images: 29"                                                         
[245] "metadata_1083.json: Number images: 73"                                                         
[246] "metadata_1084.json: Number images: 83"                                                         
[247] "metadata_1088.json: Images: 39 "                                                               
[248] "metadata_1091.json: images: 48"                                                                
[249] "metadata_1093.json: Images: 39"                                                                
[250] "metadata_1095.json: images: 48"                                                                
[251] "metadata_1103.json: Number images: 32"                                                         
[252] "metadata_1106.json: Number images: 48"                                                         
[253] "metadata_1116.json: not enough images with cloud cover"                                        
[254] "metadata_1127.json: not enough images"                                                         
[255] "metadata_1131.json: not enough images"                                                         
[256] "metadata_1134.json: not enough images"                                                         
[257] "metadata_1135.json: not enough images"                                                         
[258] "metadata_1138.json: no clean image"                                                            
[259] "metadata_1142.json: not enough images"                                                         
[260] "metadata_1150.json: not enough images"                                                         
[261] "metadata_1164.json: there's one image with smoke, but i didn't select it because i wasn't sure"
[262] "metadata_1171.json: no clean image!"                                                           
[263] "metadata_1172.json: no clean image"                                                            
[264] "metadata_1177.json: no clean image!"                                                           
[265] "metadata_1184.json: no clean image"                                                            
[266] "metadata_1185.json: no clean image"                                                            
[267] "metadata_1186.json: no clean image"                                                            
[268] "metadata_1187.json: no clean image"                                                            
[269] "metadata_1188.json: no clean image"                                                            
[270] "metadata_1189.json: no clean image"                                                            
[271] "metadata_1194.json: no clean image!"                                                           
[272] "metadata_1196.json: no clean image"                                                            
[273] "metadata_1201.json: no clean image"                                                            
[274] "metadata_1210.json: no clean image"                                                            
[275] "metadata_1211.json: no clean image"                                                            
[276] "metadata_1215.json: no clean image"                                                            
[277] "metadata_1237.json: uso de img con otra prob para 54de prob "                                  
[278] "metadata_1239.json: Revisar img con prob 0"                                                    
[279] "metadata_1241.json: "                                                                          
[280] "metadata_1255.json: IMG CON 38 DE PROB APROX"                                                  
[281] "metadata_1257.json: 23 IMÁGENES"                                                               
[282] "metadata_1268.json: APROX PARA LA PROB 22"                                                     
[283] "metadata_1311.json: 37 imagenes"                                                               
[284] "metadata_1312.json: 17 imagenes"                                                               
[285] "metadata_1314.json: 30 imagenes"                                                               
[286] "metadata_1315.json: 30 imagenes"                                                               
[287] "metadata_1320.json: 31 imagenes"                                                               
[288] "metadata_1325.json: 36 imagenes"                                                               
[289] "metadata_1348.json: punto_con_dificultad"                                                      
[290] "metadata_1397.json: imagenes_alejados_de_porcentajes" 

json con PUT_HERE_ID

Muchos puntos no tienen las 5 imagenes completas porfavor ayudenme a arreglarlo :)

[1] "metadata//metadata_0182.json" "metadata//metadata_0337.json" "metadata//metadata_0338.json"
[4] "metadata//metadata_0348.json" "metadata//metadata_0353.json" "metadata//metadata_0362.json"
[7] "metadata//metadata_0368.json" "metadata//metadata_0369.json" "metadata//metadata_0382.json"
[10] "metadata//metadata_0392.json" "metadata//metadata_0395.json" "metadata//metadata_0427.json"
[13] "metadata//metadata_0431.json" "metadata//metadata_0582.json" "metadata//metadata_0620.json"
[16] "metadata//metadata_0632.json" "metadata//metadata_0639.json" "metadata//metadata_0741.json"
[19] "metadata//metadata_1116.json" "metadata//metadata_1120.json" "metadata//metadata_1122.json"
[22] "metadata//metadata_1127.json" "metadata//metadata_1131.json" "metadata//metadata_1134.json"
[25] "metadata//metadata_1135.json" "metadata//metadata_1138.json" "metadata//metadata_1142.json"
[28] "metadata//metadata_1150.json" "metadata//metadata_1171.json" "metadata//metadata_1172.json"
[31] "metadata//metadata_1177.json" "metadata//metadata_1184.json" "metadata//metadata_1185.json"
[34] "metadata//metadata_1186.json" "metadata//metadata_1187.json" "metadata//metadata_1188.json"
[37] "metadata//metadata_1189.json" "metadata//metadata_1194.json" "metadata//metadata_1196.json"
[40] "metadata//metadata_1201.json" "metadata//metadata_1210.json" "metadata//metadata_1211.json"
[43] "metadata//metadata_1215.json"

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