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data/df_controls.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:42a454c9748ce9aa9a0e2c89ee7685b7616c938b23cba12b9e3b205b0e75a32f
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+ size 364058176
data/df_distances.csv CHANGED
The diff for this file is too large to render. See raw diff
 
data/df_individus.csv CHANGED
The diff for this file is too large to render. See raw diff
 
data/df_mapping_regions.csv CHANGED
@@ -1,31 +1,105 @@
1
- Département,Ancienne Région,Nouvelle Région
2
- 17,Poitou-Charentes,Nouvelle-Aquitaine
3
- 79,Poitou-Charentes,Nouvelle-Aquitaine
4
- 85,Pays de la Loire,Pays de la Loire
5
- 16,Poitou-Charentes,Nouvelle-Aquitaine
6
- 49,Pays de la Loire,Pays de la Loire
7
- 19,Limousin,Nouvelle-Aquitaine
8
- 86,Poitou-Charentes,Nouvelle-Aquitaine
9
- 63,Auvergne,Auvergne-Rhône-Alpes
10
- 47,Aquitaine,Nouvelle-Aquitaine
11
- 33,Aquitaine,Nouvelle-Aquitaine
12
- 46,Midi-Pyrénées,Occitanie
13
- 24,Aquitaine,Nouvelle-Aquitaine
14
- 64,Aquitaine,Nouvelle-Aquitaine
15
- 40,Aquitaine,Nouvelle-Aquitaine
16
- 43,Auvergne,Auvergne-Rhône-Alpes
17
- Aragon,Espagne,Espagne
18
- Araba,Espagne,Espagne
19
- Gipuzkoa,Espagne,Espagne
20
- 65,Midi-Pyrénées,Occitanie
21
- 37,Centre,Centre-Val de Loire
22
- 62,Nord-Pas-de-Calais,Hauts-de-France
23
- 72,Pays de la Loire,Pays de la Loire
24
- 23,Limousin,Nouvelle-Aquitaine
25
- 15,Auvergne,Auvergne-Rhône-Alpes
26
- 32,Midi-Pyrénées,Occitanie
27
- 87,Limousin,Nouvelle-Aquitaine
28
- Navarra,Espagne,Espagne
29
- 9,Midi-Pyrénées,Occitanie
30
- Bizkaia,Espagne,Espagne
31
- 11,Languedoc-Roussillon,Occitanie
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Département,Ancienne Région,Nouvelle Région,DPT_str
2
+ 01,Rhône-Alpes,Auvergne-Rhône-Alpes,Ain
3
+ 02,Picardie,Hauts-de-France,Aisne
4
+ 03,Auvergne,Auvergne-Rhône-Alpes,Allier
5
+ 04,Provence-Alpes-Côte d'Azur,Provence-Alpes-Côte d'Azur,Alpes-de-Haute-Provence
6
+ 05,Provence-Alpes-Côte d'Azur,Provence-Alpes-Côte d'Azur,Hautes-Alpes
7
+ 06,Provence-Alpes-Côte d'Azur,Provence-Alpes-Côte d'Azur,Alpes-Maritimes
8
+ 07,Rhône-Alpes,Auvergne-Rhône-Alpes,Ardèche
9
+ 08,Champagne-Ardenne,Grand Est,Ardennes
10
+ 09,Midi-Pyrénées,Occitanie,Ariège
11
+ 10,Champagne-Ardenne,Grand Est,Aube
12
+ 11,Languedoc-Roussillon,Occitanie,Aude
13
+ 12,Midi-Pyrénées,Occitanie,Aveyron
14
+ 13,Provence-Alpes-Côte d'Azur,Provence-Alpes-Côte d'Azur,Bouches-du-Rhône
15
+ 14,Basse-Normandie,Normandie,Calvados
16
+ 15,Auvergne,Auvergne-Rhône-Alpes,Cantal
17
+ 16,Poitou-Charentes,Nouvelle-Aquitaine,Charente
18
+ 17,Poitou-Charentes,Nouvelle-Aquitaine,Charente-Maritime
19
+ 18,Centre,Centre-Val de Loire,Cher
20
+ 19,Limousin,Nouvelle-Aquitaine,Correze
21
+ 20,Corse,Corse,Corse
22
+ 21,Bourgogne,Bourgogne-Franche-Comté,Côte-d'Or
23
+ 22,Bretagne,Bretagne,Côtes-d'Armor
24
+ 23,Limousin,Nouvelle-Aquitaine,Creuse
25
+ 24,Aquitaine,Nouvelle-Aquitaine,Dordogne
26
+ 25,Bourgogne,Bourgogne-Franche-Comté,Doubs
27
+ 26,Rhône-Alpes,Auvergne-Rhône-Alpes,Drôme
28
+ 27,Haute-Normandie,Normandie,Eure
29
+ 28,Centre,Centre-Val de Loire,Eure-et-Loir
30
+ 29,Bretagne,Bretagne,Finistère
31
+ 30,Languedoc-Roussillon,Occitanie,Gard
32
+ 31,Midi-Pyrénées,Occitanie,Gers
33
+ 32,Midi-Pyrénées,Occitanie,Hautes-Pyrénées
34
+ 33,Aquitaine,Nouvelle-Aquitaine,Gironde
35
+ 34,Languedoc-Roussillon,Occitanie,Hérault
36
+ 35,Bretagne,Bretagne,Ille-et-Vilaine
37
+ 36,Centre,Centre-Val de Loire,Indre
38
+ 37,Centre,Centre-Val de Loire,Indre-et-Loire
39
+ 38,Rhône-Alpes,Auvergne-Rhône-Alpes,Isère
40
+ 39,Bourgogne,Bourgogne-Franche-Comté,Jura
41
+ 40,Aquitaine,Nouvelle-Aquitaine,Landes
42
+ 41,Centre,Centre-Val de Loire,Loir-et-Cher
43
+ 42,Rhône-Alpes,Auvergne-Rhône-Alpes,Loire
44
+ 43,Auvergne,Auvergne-Rhône-Alpes,Haute-Loire
45
+ 44,Pays de la Loire,Pays de la Loire,Loire-Atlantique
46
+ 45,Centre,Centre-Val de Loire,Loiret
47
+ 46,Midi-Pyrénées,Occitanie,Lot
48
+ 47,Aquitaine,Nouvelle-Aquitaine,Lot-et-Garonne
49
+ 48,Languedoc-Roussillon,Occitanie,Lozère
50
+ 49,Pays de la Loire,Pays de la Loire,Maine-et-Loire
51
+ 50,Normandie,Normandie,Manche
52
+ 51,Champagne-Ardenne,Grand Est,Marne
53
+ 52,Champagne-Ardenne,Grand Est,Haute-Marne
54
+ 53,Mayenne,Pays de la Loire,Mayenne
55
+ 54,Champagne-Ardenne,Grand Est,Meurthe-et-Moselle
56
+ 55,Lorraine,Grand Est,Meuse
57
+ 56,Bretagne,Bretagne,Morbihan
58
+ 57,Lorraine,Grand Est,Moselle
59
+ 58,Bourgogne,Bourgogne-Franche-Comté,Nièvre
60
+ 59,Nord-Pas-de-Calais,Hauts-de-France,Nord
61
+ 60,Oise,Hauts-de-France,Oise
62
+ 61,Basse-Normandie,Normandie,Orne
63
+ 62,Nord-Pas-de-Calais,Hauts-de-France,Pas-de-Calais
64
+ 63,Auvergne,Auvergne-Rhône-Alpes,Puy-de-Dôme
65
+ 64,Aquitaine,Nouvelle-Aquitaine,Pyrénées-Atlantiques
66
+ 65,Midi-Pyrénées,Occitanie,Hautes-Pyrénées
67
+ 66,Languedoc-Roussillon,Occitanie,Pyrénées-Orientales
68
+ 67,Alsace,Grand Est,Bas-Rhin
69
+ 68,Alsace,Grand Est,Haut-Rhin
70
+ 69,Rhône-Alpes,Auvergne-Rhône-Alpes,Rhône
71
+ 70,Bourgogne,Bourgogne-Franche-Comté,Saône-et-Loire
72
+ 71,Bourgogne,Bourgogne-Franche-Comté,Saône-et-Loire
73
+ 72,Pays de la Loire,Pays de la Loire,Sarthe
74
+ 73,Provence-Alpes-Côte d'Azur,Provence-Alpes-Côte d'Azur,Savoie
75
+ 74,Provence-Alpes-Côte d'Azur,Provence-Alpes-Côte d'Azur,Haute-Savoie
76
+ 75,Île-de-France,Île-de-France,Paris
77
+ 76,Haute-Normandie,Normandie,Seine-Maritime
78
+ 77,Île-de-France,Île-de-France,Seine-Saint-Denis
79
+ 78,Île-de-France,Île-de-France,Yvelines
80
+ 79,Poitou-Charentes,Nouvelle-Aquitaine,Charente-Maritime
81
+ 80,Picardie,Hauts-de-France,Aisne
82
+ 81,Midi-Pyrénées,Occitanie,Tarn
83
+ 82,Midi-Pyrénées,Occitanie,Tarn-et-Garonne
84
+ 83,Provence-Alpes-Côte d'Azur,Provence-Alpes-Côte d'Azur,Var
85
+ 84,Provence-Alpes-Côte d'Azur,Provence-Alpes-Côte d'Azur,Vaucluse
86
+ 85,Pays de la Loire,Pays de la Loire,Vendée
87
+ 86,Poitou-Charentes,Nouvelle-Aquitaine,Vienne
88
+ 87,Limousin,Nouvelle-Aquitaine,Haute-Vienne
89
+ 88,Lorraine,Grand Est,Meurthe-et-Moselle
90
+ 89,Bourgogne,Bourgogne-Franche-Comté,Yonne
91
+ 90,Franche-Comté,Bourgogne-Franche-Comté,Jura
92
+ 91,Île-de-France,Île-de-France,Essonne
93
+ 92,Île-de-France,Île-de-France,Val-de-Marne
94
+ 93,Île-de-France,Île-de-France,Seine-Saint-Denis
95
+ 94,Île-de-France,Île-de-France,Val-de-Marne
96
+ 95,Île-de-France,Île-de-France,Val-d'Oise
97
+ 96,DOM,DOM,Guadeloupe
98
+ 97,DOM,DOM,Martinique
99
+ 98,DOM,DOM,Guyane
100
+ 99,DOM,DOM,La Réunion
101
+ Araba,Espagne,Espagne,Espagne
102
+ Aragon,Espagne,Espagne,Espagne
103
+ Bizkaia,Espagne,Espagne,Espagne
104
+ Gipuzkoa,Espagne,Espagne,Espagne
105
+ Navarra,Espagne,Espagne,Espagne
data/df_sites.csv CHANGED
@@ -231,7 +231,7 @@ TABANAC,Carrière inondée,33,429937.5,6408446.7,44.72263421412236,-0.4113923867
231
  VAL-DE-VIRVÉE,Carrière de Tarreyrots,33,435041.0,6439408.0,45.003104322542335,-0.36365405471497697,33,Aquitaine,Nouvelle-Aquitaine
232
  VILLEGOUGE,Saute qui peut,33,439225.0,6433924.2,44.955364826743455,-0.3076863511200406,33,Aquitaine,Nouvelle-Aquitaine
233
  AZAY-LE-RIDEAU,Caves méclines,37,509465.0,6687488.0,47.260334386493966,0.4799442450052682,37,Centre,Centre-Val de Loire
234
- SAINT-NECTAIRE,Fontaines pétrifiantes,66,699432.0,6498165.33,45.58299707614598,2.992716026071851,,,
235
  AUBIÈRE,Cave Savaron C1,63,708890.707,6516528.596,45.748297336260514,3.114354475936483,63,Auvergne,Auvergne-Rhône-Alpes
236
  CHAMPEIX,Grotte d'Aubary n°1,63,710403.963,6498818.168,45.588796806007664,3.133433378362598,63,Auvergne,Auvergne-Rhône-Alpes
237
  JARZÉ-VILLAGES,Caves des Herveaux,49,456128.0,6723182.0,47.56391818575623,-0.2441846630224357,49,Pays de la Loire,Pays de la Loire
@@ -395,7 +395,7 @@ NOAILLES,Gouffre du Briant,19,582574.0,6444166.0,45.08677153788468,1.50740998827
395
  FONTEVRAUD-L'ABBAYE,Cave Charissou,49,476836.0,6680079.0,47.18350516057112,0.05241453052002523,49,Pays de la Loire,Pays de la Loire
396
  SOYAUX,Landes du Bressour,16,482178.0,6506514.0,45.623445696858454,0.20404949423576973,16,Poitou-Charentes,Nouvelle-Aquitaine
397
  CORN,Grotte de la Chèvre,46,611466.0,6390854.0,44.611147370066654,1.8841711528249123,46,Midi-Pyrénées,Occitanie
398
- URITZ,Cueva de Espoz,Navarra/Nafarroa,339480.0,6209614.0,42.89528818640005,-1.4117173420471387,,,
399
  SOYAUX,Pelouses du Lion de Saint-Marc,16,480825.554,6507786.197,45.63446183338525,0.18612254283038415,16,Poitou-Charentes,Nouvelle-Aquitaine
400
  MONTBRON,Montgaudier,16,503054.0,6510593.0,45.66649382512371,0.470142798396916,16,Poitou-Charentes,Nouvelle-Aquitaine
401
  SOUSCEYRAC-EN-QUERCY,Gorges de la Cère LF8,46,620253.5,6431061.19,44.974171814359494,1.9884192351706493,46,Midi-Pyrénées,Occitanie
@@ -410,22 +410,22 @@ BUZET,Château de Buzet,47,484016.18,6353755.22,44.24951212657377,0.294774726337
410
  VILLANUA,Cueva de las Güixas,Aragon,410375.0,6182575.0,42.68451035721543,-0.5306860538705088,Aragon,Espagne,Espagne
411
  MONTAIGUT-LE-BLANC,Caves ouest Montaigut Chemin des caves,63,706772.42,6498479.95,45.5857968504101,3.086853224734823,63,Auvergne,Auvergne-Rhône-Alpes
412
  CAMBLANES-ET-MEYNAC,Château Latour,33,424279.0,6414345.0,44.773461855203735,-0.4860651854451497,33,Aquitaine,Nouvelle-Aquitaine
413
- TOURTOUSE,Grotte de Tourtouse,09,547574.0,6223126.0,43.0911664274615,1.1292332474879163,,,
414
- MOULIS,Grotte du Sendé,09,546044.0,6208445.0,42.958840831461444,1.1147633387720037,,,
415
  USUN,Arbaiungo koba,Navarra,354702.63,6182689.85,42.661022977673746,-1.2082559597552545,Navarra,Espagne,Espagne
416
  KARRANTZA,Cueva de Santa Isabel,Bizkaia,182392.0,6260933.18,43.259355822586365,-3.377598200434746,Bizkaia,Espagne,Espagne
417
  ARTZENTALES,Ferme de La Cruz,Bizkaia,194010.0,6261070.0,43.268920441409456,-3.235183367709161,Bizkaia,Espagne,Espagne
418
  BOLTANA,Grotte de Seso,Aragon,456190.44,6155304.02,42.45647698822701,0.03971194506685718,Aragon,Espagne,Espagne
419
- MAEZTU,Portillo del Gesal,Alava/Araba,255184.45,6197809.08,42.742133023852645,-2.4303828974599844,,,
420
  FISCAL,Cueva de Burgasé,Aragon,449177.9,6158036.13,42.47862099420224,-0.04662896121300092,Aragon,Espagne,Espagne
421
  TURZIOTZ,Minas de Siete Puertas,Bizkaia,193662.04,6261700.71,43.27432927593996,-3.2400662832664366,Bizkaia,Espagne,Espagne
422
- ARTZINIEGA,Artziniegako frontoia,Alava/Araba,200903.0,6244814.0,43.127998688156474,-3.135054815856205,,,
423
  VALCARLOS,Txirriskin,Navarra,380096.776,6230292.808,43.10028465575273,-0.9281327286109622,Navarra,Espagne,Espagne
424
  BOUISSE,Mines de la Ferronière,11,650421.0,6208505.0,42.974195029393684,2.3927814487238996,11,Languedoc-Roussillon,Occitanie
425
  BIRON,Grotte de Brasselay,64,397104.0,6268947.0,43.4550158950783,-0.7420950343321492,64,Aquitaine,Nouvelle-Aquitaine
426
- SUZE-LA-ROUSSE,Tunnel de la Borie,26,845493.0,6359051.0,44.31535809144472,4.824240595378212,,,
427
- MALGRAT-DE-MAR,Mines de Can Palomeres,Catalunya,676984.3,6060979.13,41.6496840115536,2.7244169455953116,,,
428
- FRANCILLON-SUR-ROUBION,Grotte de Baume Sourde,26,862420.49,6394762.3,44.633000579388735,5.048004220207584,,,
429
  BEAUMONTOIS EN PÉRIGORD,Carrière de Luzier,24,522384.9,6410495.7,44.770875928307376,0.7548621755320077,24,Aquitaine,Nouvelle-Aquitaine
430
  BELLEVIGNE-LES-CHÂTEAUX,La Grézille Saumoussay,49,466859.0,6682840.0,47.20491596518126,-0.08065453977157352,49,Pays de la Loire,Pays de la Loire
431
  COTEAUX-SUR-LOIRE,Cave Bellevue 1,37,495038.0,6690656.0,47.28453642871372,0.2878357984799455,37,Centre,Centre-Val de Loire
@@ -435,7 +435,7 @@ GENNES-VAL-DE-LOIRE,42 rue des Bords de Loire,49,462229.0,6694132.0,47.304850401
435
  LA COURONNE,La Carrière du Pont Neuf 3,16,477115.0,6503618.0,45.59575223519741,0.1404628931730667,16,Poitou-Charentes,Nouvelle-Aquitaine
436
  LA ROCHEBEAUCOURT-ET-ARGENTINE,Argentine - Carrière chez Perrauque Nord Ouest (grande),24,495315.66,6489291.35,45.47250800209072,0.3798884068164785,24,Aquitaine,Nouvelle-Aquitaine
437
  LA TOUR-BLANCHE-CERCLES,Carrière de Jovelle n°6 (Jovelle Nord),24,498905.0,6476932.0,45.36233934559744,0.43094737689350376,24,Aquitaine,Nouvelle-Aquitaine
438
- LE MAS-D'AZIL,Grotte du Mas d'Azil,09,565912.0,6220401.0,43.07033519631599,1.3549277016584151,,,
439
  LES BOIS-D'ANJOU,Champignonnière Les Pâtis,49,460181.0,6714701.0,47.48912488853116,-0.18577805979029274,49,Pays de la Loire,Pays de la Loire
440
  LES EYZIES,Grotte du Bil,24,542360.0,6428852.0,44.94091687910561,1.001370705784781,24,Aquitaine,Nouvelle-Aquitaine
441
  LES SALLES-LAVAUGUYON,Chez Rambaud - Cave de maison de maître,87,519683.0,6517579.0,45.73396901864943,0.6809865103165282,87,Limousin,Nouvelle-Aquitaine
@@ -457,7 +457,7 @@ VAUDELNAY,Cave Reynouard,49,455226.0,6675109.0,47.131186433220456,-0.23002550614
457
  VŒUIL-ET-GIGET,Carrière de Bompart 4,16,477541.16,6504367.46,45.6026353509629,0.14557817859647396,16,Poitou-Charentes,Nouvelle-Aquitaine
458
  VŒUIL-ET-GIGET,Carrière COVICO 4,16,477518.34,6503810.07,45.597612032315446,0.14554405373867244,16,Poitou-Charentes,Nouvelle-Aquitaine
459
  VŒUIL-ET-GIGET,Le Sterling,16,477616.799,6502736.749,45.58798537013449,0.14730347475413558,16,Poitou-Charentes,Nouvelle-Aquitaine
460
- MONTESQUIEU-AVANTES,Perte du Volp,09,554219.93,6216370.0,43.03180419936457,1.2126486461614046,,,
461
  AYDAT,Tunnel de la Cassière,64,697037.050999999,6506424.336,45.6573615091661,2.961952414419376,64,Aquitaine,Nouvelle-Aquitaine
462
  ALLY,Pommier (Ally),15,647259.0,6454967.47,45.19200237321651,2.328382878007127,15,Auvergne,Auvergne-Rhône-Alpes
463
  MONTAIGNAC-SUR-DOUSTRE,Ruffaud,19,621434.0,6471447.0,45.33791533896291,1.996884553881743,19,Limousin,Nouvelle-Aquitaine
@@ -468,10 +468,17 @@ MONTPEYROUX,Fumat,24,467073.0,6428418.0,44.91576415509333,0.04780035252450854,24
468
  ONATI,Iritegi,Gipuzkoa,258891.52,6224032.52,42.97967403432069,-2.40715603312494,Gipuzkoa,Espagne,Espagne
469
  MONTBRON,Ancienne usine Bricq,16,502256.94,6511385.55,45.6733965313935,0.45958384031728544,16,Poitou-Charentes,Nouvelle-Aquitaine
470
  ÉTAULIERS,Bourg d'Etauliers,33,419581.0,6464650.0,45.22405110889864,-0.574154035024102,33,Aquitaine,Nouvelle-Aquitaine
471
- BELABRE,Ile de la Marquise,36,558939.0,6607098.0,46.549104379475565,1.158803008152708,,,
472
- PRADELLE,Grotte des Sadoux,26,879114.0,6394834.0,44.629548229842484,5.258413659935783,,,
473
- VILLEMUR-SUR-TARN,Usine Brusson,31,579645.0,6308254.0,43.86302609391596,1.5029379176334958,,,
474
- DUNES,Grotte du Roc,82,521109.0,6332341.0,44.067301457472794,0.7666767964378967,,,
475
- ROMPON,Grotte de Meysset,7,838999.0,6411091.0,44.785044236930545,4.75736324981417,,,
476
- PEYRUS,Grotte des Piaroux,26,868594.0,6423670.0,44.89169498964369,5.135666832152503,,,
477
  SAINT-PARDOUX,Moulin Poussard,79,445360.0,6612087.0,46.560553429736004,-0.3250655074577378,79,Poitou-Charentes,Nouvelle-Aquitaine
 
 
 
 
 
 
 
 
231
  VAL-DE-VIRVÉE,Carrière de Tarreyrots,33,435041.0,6439408.0,45.003104322542335,-0.36365405471497697,33,Aquitaine,Nouvelle-Aquitaine
232
  VILLEGOUGE,Saute qui peut,33,439225.0,6433924.2,44.955364826743455,-0.3076863511200406,33,Aquitaine,Nouvelle-Aquitaine
233
  AZAY-LE-RIDEAU,Caves méclines,37,509465.0,6687488.0,47.260334386493966,0.4799442450052682,37,Centre,Centre-Val de Loire
234
+ SAINT-NECTAIRE,Fontaines pétrifiantes,66,699432.0,6498165.33,45.58299707614598,2.992716026071851,66,Languedoc-Roussillon,Occitanie
235
  AUBIÈRE,Cave Savaron C1,63,708890.707,6516528.596,45.748297336260514,3.114354475936483,63,Auvergne,Auvergne-Rhône-Alpes
236
  CHAMPEIX,Grotte d'Aubary n°1,63,710403.963,6498818.168,45.588796806007664,3.133433378362598,63,Auvergne,Auvergne-Rhône-Alpes
237
  JARZÉ-VILLAGES,Caves des Herveaux,49,456128.0,6723182.0,47.56391818575623,-0.2441846630224357,49,Pays de la Loire,Pays de la Loire
 
395
  FONTEVRAUD-L'ABBAYE,Cave Charissou,49,476836.0,6680079.0,47.18350516057112,0.05241453052002523,49,Pays de la Loire,Pays de la Loire
396
  SOYAUX,Landes du Bressour,16,482178.0,6506514.0,45.623445696858454,0.20404949423576973,16,Poitou-Charentes,Nouvelle-Aquitaine
397
  CORN,Grotte de la Chèvre,46,611466.0,6390854.0,44.611147370066654,1.8841711528249123,46,Midi-Pyrénées,Occitanie
398
+ URITZ,Cueva de Espoz,Navarra/Nafarroa,339480.0,6209614.0,42.89528818640005,-1.4117173420471387,Navarra,Espagne,Espagne
399
  SOYAUX,Pelouses du Lion de Saint-Marc,16,480825.554,6507786.197,45.63446183338525,0.18612254283038415,16,Poitou-Charentes,Nouvelle-Aquitaine
400
  MONTBRON,Montgaudier,16,503054.0,6510593.0,45.66649382512371,0.470142798396916,16,Poitou-Charentes,Nouvelle-Aquitaine
401
  SOUSCEYRAC-EN-QUERCY,Gorges de la Cère LF8,46,620253.5,6431061.19,44.974171814359494,1.9884192351706493,46,Midi-Pyrénées,Occitanie
 
410
  VILLANUA,Cueva de las Güixas,Aragon,410375.0,6182575.0,42.68451035721543,-0.5306860538705088,Aragon,Espagne,Espagne
411
  MONTAIGUT-LE-BLANC,Caves ouest Montaigut Chemin des caves,63,706772.42,6498479.95,45.5857968504101,3.086853224734823,63,Auvergne,Auvergne-Rhône-Alpes
412
  CAMBLANES-ET-MEYNAC,Château Latour,33,424279.0,6414345.0,44.773461855203735,-0.4860651854451497,33,Aquitaine,Nouvelle-Aquitaine
413
+ TOURTOUSE,Grotte de Tourtouse,09,547574.0,6223126.0,43.0911664274615,1.1292332474879163,09,Midi-Pyrénées,Occitanie
414
+ MOULIS,Grotte du Sendé,09,546044.0,6208445.0,42.958840831461444,1.1147633387720037,09,Midi-Pyrénées,Occitanie
415
  USUN,Arbaiungo koba,Navarra,354702.63,6182689.85,42.661022977673746,-1.2082559597552545,Navarra,Espagne,Espagne
416
  KARRANTZA,Cueva de Santa Isabel,Bizkaia,182392.0,6260933.18,43.259355822586365,-3.377598200434746,Bizkaia,Espagne,Espagne
417
  ARTZENTALES,Ferme de La Cruz,Bizkaia,194010.0,6261070.0,43.268920441409456,-3.235183367709161,Bizkaia,Espagne,Espagne
418
  BOLTANA,Grotte de Seso,Aragon,456190.44,6155304.02,42.45647698822701,0.03971194506685718,Aragon,Espagne,Espagne
419
+ MAEZTU,Portillo del Gesal,Alava/Araba,255184.45,6197809.08,42.742133023852645,-2.4303828974599844,Araba,Espagne,Espagne
420
  FISCAL,Cueva de Burgasé,Aragon,449177.9,6158036.13,42.47862099420224,-0.04662896121300092,Aragon,Espagne,Espagne
421
  TURZIOTZ,Minas de Siete Puertas,Bizkaia,193662.04,6261700.71,43.27432927593996,-3.2400662832664366,Bizkaia,Espagne,Espagne
422
+ ARTZINIEGA,Artziniegako frontoia,Alava/Araba,200903.0,6244814.0,43.127998688156474,-3.135054815856205,Araba,Espagne,Espagne
423
  VALCARLOS,Txirriskin,Navarra,380096.776,6230292.808,43.10028465575273,-0.9281327286109622,Navarra,Espagne,Espagne
424
  BOUISSE,Mines de la Ferronière,11,650421.0,6208505.0,42.974195029393684,2.3927814487238996,11,Languedoc-Roussillon,Occitanie
425
  BIRON,Grotte de Brasselay,64,397104.0,6268947.0,43.4550158950783,-0.7420950343321492,64,Aquitaine,Nouvelle-Aquitaine
426
+ SUZE-LA-ROUSSE,Tunnel de la Borie,26,845493.0,6359051.0,44.31535809144472,4.824240595378212,26,Rhône-Alpes,Auvergne-Rhône-Alpes
427
+ MALGRAT-DE-MAR,Mines de Can Palomeres,Catalunya,676984.3,6060979.13,41.6496840115536,2.7244169455953116,Catalunya,Espagne,Espagne
428
+ FRANCILLON-SUR-ROUBION,Grotte de Baume Sourde,26,862420.49,6394762.3,44.633000579388735,5.048004220207584,26,Rhône-Alpes,Auvergne-Rhône-Alpes
429
  BEAUMONTOIS EN PÉRIGORD,Carrière de Luzier,24,522384.9,6410495.7,44.770875928307376,0.7548621755320077,24,Aquitaine,Nouvelle-Aquitaine
430
  BELLEVIGNE-LES-CHÂTEAUX,La Grézille Saumoussay,49,466859.0,6682840.0,47.20491596518126,-0.08065453977157352,49,Pays de la Loire,Pays de la Loire
431
  COTEAUX-SUR-LOIRE,Cave Bellevue 1,37,495038.0,6690656.0,47.28453642871372,0.2878357984799455,37,Centre,Centre-Val de Loire
 
435
  LA COURONNE,La Carrière du Pont Neuf 3,16,477115.0,6503618.0,45.59575223519741,0.1404628931730667,16,Poitou-Charentes,Nouvelle-Aquitaine
436
  LA ROCHEBEAUCOURT-ET-ARGENTINE,Argentine - Carrière chez Perrauque Nord Ouest (grande),24,495315.66,6489291.35,45.47250800209072,0.3798884068164785,24,Aquitaine,Nouvelle-Aquitaine
437
  LA TOUR-BLANCHE-CERCLES,Carrière de Jovelle n°6 (Jovelle Nord),24,498905.0,6476932.0,45.36233934559744,0.43094737689350376,24,Aquitaine,Nouvelle-Aquitaine
438
+ LE MAS-D'AZIL,Grotte du Mas d'Azil,09,565912.0,6220401.0,43.07033519631599,1.3549277016584151,09,Midi-Pyrénées,Occitanie
439
  LES BOIS-D'ANJOU,Champignonnière Les Pâtis,49,460181.0,6714701.0,47.48912488853116,-0.18577805979029274,49,Pays de la Loire,Pays de la Loire
440
  LES EYZIES,Grotte du Bil,24,542360.0,6428852.0,44.94091687910561,1.001370705784781,24,Aquitaine,Nouvelle-Aquitaine
441
  LES SALLES-LAVAUGUYON,Chez Rambaud - Cave de maison de maître,87,519683.0,6517579.0,45.73396901864943,0.6809865103165282,87,Limousin,Nouvelle-Aquitaine
 
457
  VŒUIL-ET-GIGET,Carrière de Bompart 4,16,477541.16,6504367.46,45.6026353509629,0.14557817859647396,16,Poitou-Charentes,Nouvelle-Aquitaine
458
  VŒUIL-ET-GIGET,Carrière COVICO 4,16,477518.34,6503810.07,45.597612032315446,0.14554405373867244,16,Poitou-Charentes,Nouvelle-Aquitaine
459
  VŒUIL-ET-GIGET,Le Sterling,16,477616.799,6502736.749,45.58798537013449,0.14730347475413558,16,Poitou-Charentes,Nouvelle-Aquitaine
460
+ MONTESQUIEU-AVANTES,Perte du Volp,09,554219.93,6216370.0,43.03180419936457,1.2126486461614046,09,Midi-Pyrénées,Occitanie
461
  AYDAT,Tunnel de la Cassière,64,697037.050999999,6506424.336,45.6573615091661,2.961952414419376,64,Aquitaine,Nouvelle-Aquitaine
462
  ALLY,Pommier (Ally),15,647259.0,6454967.47,45.19200237321651,2.328382878007127,15,Auvergne,Auvergne-Rhône-Alpes
463
  MONTAIGNAC-SUR-DOUSTRE,Ruffaud,19,621434.0,6471447.0,45.33791533896291,1.996884553881743,19,Limousin,Nouvelle-Aquitaine
 
468
  ONATI,Iritegi,Gipuzkoa,258891.52,6224032.52,42.97967403432069,-2.40715603312494,Gipuzkoa,Espagne,Espagne
469
  MONTBRON,Ancienne usine Bricq,16,502256.94,6511385.55,45.6733965313935,0.45958384031728544,16,Poitou-Charentes,Nouvelle-Aquitaine
470
  ÉTAULIERS,Bourg d'Etauliers,33,419581.0,6464650.0,45.22405110889864,-0.574154035024102,33,Aquitaine,Nouvelle-Aquitaine
471
+ BELABRE,Ile de la Marquise,36,558939.0,6607098.0,46.549104379475565,1.158803008152708,36,Centre,Centre-Val de Loire
472
+ PRADELLE,Grotte des Sadoux,26,879114.0,6394834.0,44.629548229842484,5.258413659935783,26,Rhône-Alpes,Auvergne-Rhône-Alpes
473
+ VILLEMUR-SUR-TARN,Usine Brusson,31,579645.0,6308254.0,43.86302609391596,1.5029379176334958,31,Midi-Pyrénées,Occitanie
474
+ DUNES,Grotte du Roc,82,521109.0,6332341.0,44.067301457472794,0.7666767964378967,82,Midi-Pyrénées,Occitanie
475
+ ROMPON,Grotte de Meysset,7,838999.0,6411091.0,44.785044236930545,4.75736324981417,07,Rhône-Alpes,Auvergne-Rhône-Alpes
476
+ PEYRUS,Grotte des Piaroux,26,868594.0,6423670.0,44.89169498964369,5.135666832152503,26,Rhône-Alpes,Auvergne-Rhône-Alpes
477
  SAINT-PARDOUX,Moulin Poussard,79,445360.0,6612087.0,46.560553429736004,-0.3250655074577378,79,Poitou-Charentes,Nouvelle-Aquitaine
478
+ QUINSAC,Sauteau,33,424636.0,6412936.0,44.7609306,-0.4807725,33,Aquitaine,Nouvelle-Aquitaine
479
+ LANGOIRAN,Berguin,33,431584.0,6407231.0,44.7123377,-0.3899608,33,Aquitaine,Nouvelle-Aquitaine
480
+ DISTRE,2 rue des Clérins,49,463698.0,6686323.0,47.2351303,-0.1241998,49,Pays de la Loire,Pays de la Loire
481
+ SAINT-CHRISTOPHE-DES-BARDES,La Pelleterie,33,453062.0,6426086.0,44.8899276,-0.1284291,33,Aquitaine,Nouvelle-Aquitaine
482
+ OUANNE,Carrière de Molesmes,89,734745.9,6724598.0,47.62084791955582,3.4625841054948503,89,Bourgogne,Bourgogne-Franche-Comté
483
+
484
+