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Une tendance significative de pente 0.194 173 /an est detectee.";s:29:"p-value - regression lineaire";d:0.074486;s:29:"r carre - regression lineaire";d:0.075533;s:38:"Pente - regression lineaire (unite/an)";N;s:42:"Ordonnee a l'origine - regression lineaire";N;s:30:"Tendance - regression lineaire";s:86:"Une regression lineaire a ete appliquee. Aucune tendance significative n'est detectee.";s:37:"Valeur de l'autocorrelation au rang 1";d:0.0030538;s:36:"Significativite de l'autocorrelation";s:56:"Il est peu probable que les donnees soient autocorrelees";s:38:"p-value - test de Mann-Kendall modifie";N;s:39:"Tendance - test de Mann-Kendall modifie";s:97:"Les donnees ne sont pas autocorrelees. Le test de Mann-Kendall modifie n'a donc pas ete applique.";s:39:"p-value - test de changement de moyenne";s:0:"";s:44:"Date rupture - test de changement de moyenne";N;s:29:"Test de changement de moyenne";s:109:"Un test non parametrique de Pettitt a ete applique. Aucun changement de moyenne significatif n'a ete detecte.";s:29:"Moyenne - troncon pre-rupture";N;s:30:"Moyenne - troncon post-rupture";N;s:45:"p-value - test d'inversion de pente de Darken";i:0;s:50:"Date rupture - test d'inversion de pente de Darken";N;s:35:"Test d'inversion de pente de Darken";s:92:"Un test de Darken a ete applique. Aucun inversion de tendance significative n'a ete detectee";s:45:"Pente de Sen - troncon pre-rupture (unite/an)";N;s:42:"Ordonnee a l'origine - troncon pre-rupture";N;s:46:"Pente de Sen - troncon post-rupture (unite/an)";N;s:43:"Ordonnee a l'origine - troncon post-rupture";N;s:29:"pvalue du test de variabilite";d:0.46196;s:39:"Analyse de la variabilite entre saisons";s:84:"Un test ANOVA a ete applique. Les saisons ne sont pas significativement differentes.";}}}s:12:"09911X0287/F";O:8:"stdClass":2:{s:9:"graphique";s:89:"http://geonux.rnde.tm.fr/wps/wpsoutputs/hype/graphes_tendances_hype_20190111092407604.pdf";s:4:"data";a:1:{i:0;O:8:"stdClass":36:{s:8:"CODE_BSS";s:12:"09911X0287/F";s:17:"LIBELLE_PARAMETRE";s:8:"Nitrates";s:8:"Date min";s:10:"04/03/2010";s:8:"Date max";s:10:"04/03/2010";s:13:"Nbre analyses";i:1;s:32:"Longueur de la chronique (jours)";i:0;s:25:"p-value - test de Shapiro";N;s:40:"Normalite de la distribution des donnees";s:71:"Il y a trop peu de donnees pour etudier la normalite de la distribution";s:30:"p-value - test de Mann-Kendall";i:0;s:26:"Tau - test de Mann-Kendall";i:0;s:46:"Pente de Sen - test de Mann-Kendall (unite/an)";N;s:43:"Ordonnee a l'origine - test de Mann-Kendall";N;s:31:"Tendance - test de Mann-Kendall";s:29:"La chronique est stationnaire";s:29:"p-value - regression lineaire";N;s:29:"r carre - regression lineaire";N;s:38:"Pente - regression lineaire (unite/an)";N;s:42:"Ordonnee a l'origine - regression lineaire";N;s:30:"Tendance - regression lineaire";s:29:"La chronique est stationnaire";s:37:"Valeur de l'autocorrelation au rang 1";N;s:36:"Significativite de l'autocorrelation";s:53:"L'autocorrelation des donnees n'a pas pu etre testee.";s:38:"p-value - test de Mann-Kendall modifie";N;s:39:"Tendance - test de Mann-Kendall modifie";s:53:"L'autocorrelation des donnees n'a pas pu etre testee.";s:39:"p-value - test de changement de moyenne";N;s:44:"Date rupture - test de changement de moyenne";N;s:29:"Test de changement de moyenne";s:75:"Il y a trop peu de donnees pour appliquer un test de changement de moyenne.";s:29:"Moyenne - troncon pre-rupture";N;s:30:"Moyenne - troncon post-rupture";N;s:45:"p-value - test d'inversion de pente de Darken";N;s:50:"Date rupture - test d'inversion de pente de Darken";N;s:35:"Test d'inversion de pente de Darken";s:86:"Il n'y a pas assez de donnees pour effectuer un test d'inversion de tendance de Darken";s:45:"Pente de Sen - troncon pre-rupture (unite/an)";N;s:42:"Ordonnee a l'origine - troncon pre-rupture";N;s:46:"Pente de Sen - troncon post-rupture (unite/an)";N;s:43:"Ordonnee a l'origine - troncon post-rupture";N;s:29:"pvalue du test de variabilite";N;s:39:"Analyse de la variabilite entre saisons";s:17:"Test non effectue";}}}s:13:"09911X0321/F4";O:8:"stdClass":2:{s:9:"graphique";s:89:"http://geonux.rnde.tm.fr/wps/wpsoutputs/hype/graphes_tendances_hype_20190111092409674.pdf";s:4:"data";a:1:{i:0;O:8:"stdClass":36:{s:8:"CODE_BSS";s:13:"09911X0321/F4";s:17:"LIBELLE_PARAMETRE";s:8:"Nitrates";s:8:"Date min";s:10:"05/07/2004";s:8:"Date max";s:10:"14/06/2010";s:13:"Nbre analyses";i:7;s:32:"Longueur de la chronique (jours)";i:2170;s:25:"p-value - test de Shapiro";d:0.16348;s:40:"Normalite de la distribution des donnees";s:99:"Un test de Shapiro-Wilk a ete applique. Les donnees de cette chronique sont normalement distribuees";s:30:"p-value - test de Mann-Kendall";N;s:26:"Tau - test de Mann-Kendall";N;s:46:"Pente de Sen - test de Mann-Kendall (unite/an)";N;s:43:"Ordonnee a l'origine - test de Mann-Kendall";N;s:31:"Tendance - test de Mann-Kendall";s:81:"Il n'y a pas assez de donnees pour effectuer un test de tendance de Mann-Kendall.";s:29:"p-value - regression lineaire";d:0.010167;s:29:"r carre - regression lineaire";d:0.76329;s:38:"Pente - regression lineaire (unite/an)";d:0.72881;s:42:"Ordonnee a l'origine - regression lineaire";d:-14.827;s:30:"Tendance - regression lineaire";s:96:"Une regression lineaire a ete appliquee. 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09911X0280/F||Nitrates|1340|05-07-2005|1120514400|1|13.800000000000000|13.800000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|20-09-2005|1127167200|1|13.600000000000000|13.600000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|20-10-2005|1129759200|1|15.000000000000000|15.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|28-11-2005|1133132400|1|13.800000000000000|13.800000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|14-02-2006|1139871600|1|13.000000000000000|13.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|05-04-2006|1144188000|1|13.800000000000000|13.800000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|12-05-2006|1147384800|1|13.500000000000000|13.500000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|19-07-2006|1153260000|1|13.900000000000000|13.900000000000000|173|milligramme de 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09911X0275/GARBAS||Nitrates|1340|04-08-2009|1249336800|1|11.300000000000000|11.300000000000000|173|milligramme de nitrate par litre 09911X0275/GARBAS||Nitrates|1340|22-09-2009|1253570400|1|12.000000000000000|12.000000000000000|173|milligramme de nitrate par litre 09911X0275/GARBAS||Nitrates|1340|09-02-2010|1265670000|1|15.600000000000000|15.600000000000000|173|milligramme de nitrate par litre 09911X0275/GARBAS||Nitrates|1340|01-12-2010|1291158000|1|15.900000000000000|15.900000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|22-06-2000|961624800|1|12.300000000000000|12.300000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|06-06-2001|991778400|1|11.500000000000000|11.500000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|31-07-2001|996530400|1|12.000000000000000|12.000000000000000|173|milligramme de nitrate par litre 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09911X0280/F||Nitrates|1340|12-03-2003|1047423600|1|14.000000000000000|14.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|18-06-2003|1055887200|1|13.000000000000000|13.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|17-09-2003|1063749600|1|9.000000000000000|9.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|11-12-2003|1071097200|1|14.000000000000000|14.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|15-06-2004|1087250400|1|13.000000000000000|13.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|15-07-2004|1089842400|1|14.000000000000000|14.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|03-08-2004|1091484000|1|12.800000000000000|12.800000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|30-09-2004|1096495200|1|13.500000000000000|13.500000000000000|173|milligramme de 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nitrate par litre 09911X0280/F||Nitrates|1340|24-05-2007|1179957600|1|14.000000000000000|14.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|18-10-2007|1192658400|1|13.900000000000000|13.900000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|15-09-2008|1221429600|1|13.000000000000000|13.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|23-10-2008|1224712800|1|14.200000000000000|14.200000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|14-05-2009|1242252000|1|6.600000000000000|6.600000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|25-08-2009|1251151200|1|13.000000000000000|13.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|05-11-2009|1257375600|1|13.600000000000000|13.600000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|08-09-2010|1283896800|1|16.000000000000000|16.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|11-10-2010|1286748000|1|14.600000000000000|14.600000000000000|173|milligramme de nitrate par litre 09911X0287/F||Nitrates|1340|04-03-2010|1267657200|1|19.000000000000000|19.000000000000000|173|milligramme de nitrate par litre 09911X0321/F4||Nitrates|1340|05-07-2004|1088978400|1|11.000000000000000|11.000000000000000|173|milligramme de nitrate par litre 09911X0321/F4||Nitrates|1340|17-08-2005|1124229600|1|9.600000000000000|9.600000000000000|173|milligramme de nitrate par litre 09911X0321/F4||Nitrates|1340|20-07-2006|1153346400|1|12.000000000000000|12.000000000000000|173|milligramme de nitrate par litre 09911X0321/F4||Nitrates|1340|11-10-2007|1192053600|1|13.000000000000000|13.000000000000000|173|milligramme de nitrate par litre 09911X0321/F4||Nitrates|1340|29-04-2008|1209420000|1|14.000000000000000|14.000000000000000|173|milligramme de nitrate par litre 09911X0321/F4||Nitrates|1340|13-03-2009|1236898800|1|14.000000000000000|14.000000000000000|173|milligramme de nitrate par litre 09911X0321/F4||Nitrates|1340|14-06-2010|1276466400|1|14.000000000000000|14.000000000000000|173|milligramme de nitrate par litre ";s:2:"op";s:18:"Lancer les 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09911X0264/BERANG||Nitrates|1340|19-05-2003|1053295200|1|14.000000000000000|14.000000000000000|173|milligramme de nitrate par litre 09911X0264/BERANG||Nitrates|1340|06-05-2004|1083794400|1|14.000000000000000|14.000000000000000|173|milligramme de nitrate par litre 09911X0264/BERANG||Nitrates|1340|13-04-2005|1113343200|1|15.000000000000000|15.000000000000000|173|milligramme de nitrate par litre 09911X0264/BERANG||Nitrates|1340|19-04-2006|1145397600|1|14.000000000000000|14.000000000000000|173|milligramme de nitrate par litre 09911X0264/BERANG||Nitrates|1340|22-11-2006|1164150000|1|3.900000000000000|3.900000000000000|173|milligramme de nitrate par litre 09911X0264/BERANG||Nitrates|1340|08-03-2007|1173308400|1|5.900000000000000|5.900000000000000|173|milligramme de nitrate par litre 09911X0264/BERANG||Nitrates|1340|05-03-2008|1204671600|1|14.000000000000000|14.000000000000000|173|milligramme de nitrate par litre 09911X0264/BERANG||Nitrates|1340|16-03-2009|1237158000|1|13.000000000000000|13.000000000000000|173|milligramme de nitrate par litre 09911X0264/BERANG||Nitrates|1340|10-02-2010|1265756400|1|16.000000000000000|16.000000000000000|173|milligramme de nitrate par litre 09911X0275/GARBAS||Nitrates|1340|11-05-2000|957996000|1|13.600000000000000|13.600000000000000|173|milligramme de nitrate par litre 09911X0275/GARBAS||Nitrates|1340|12-03-2002|1015887600|1|14.000000000000000|14.000000000000000|173|milligramme de nitrate par litre 09911X0275/GARBAS||Nitrates|1340|13-02-2008|1202857200|1|12.600000000000000|12.600000000000000|173|milligramme de nitrate par litre 09911X0275/GARBAS||Nitrates|1340|20-03-2008|1205967600|1|12.000000000000000|12.000000000000000|173|milligramme de nitrate par litre 09911X0275/GARBAS||Nitrates|1340|12-11-2008|1226444400|1|11.200000000000000|11.200000000000000|173|milligramme de nitrate par litre 09911X0275/GARBAS||Nitrates|1340|10-02-2009|1234220400|1|11.600000000000000|11.600000000000000|173|milligramme de nitrate par litre 09911X0275/GARBAS||Nitrates|1340|19-05-2009|1242684000|1|10.900000000000000|10.900000000000000|173|milligramme de nitrate par litre 09911X0275/GARBAS||Nitrates|1340|04-08-2009|1249336800|1|11.300000000000000|11.300000000000000|173|milligramme de nitrate par litre 09911X0275/GARBAS||Nitrates|1340|22-09-2009|1253570400|1|12.000000000000000|12.000000000000000|173|milligramme de nitrate par litre 09911X0275/GARBAS||Nitrates|1340|09-02-2010|1265670000|1|15.600000000000000|15.600000000000000|173|milligramme de nitrate par litre 09911X0275/GARBAS||Nitrates|1340|01-12-2010|1291158000|1|15.900000000000000|15.900000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|22-06-2000|961624800|1|12.300000000000000|12.300000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|06-06-2001|991778400|1|11.500000000000000|11.500000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|31-07-2001|996530400|1|12.000000000000000|12.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|02-10-2001|1001973600|1|13.000000000000000|13.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|21-11-2001|1006297200|1|13.000000000000000|13.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|05-12-2001|1007506800|1|12.000000000000000|12.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|12-03-2002|1015887600|1|13.000000000000000|13.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|16-04-2002|1018908000|2|1.000000000000000|0.5|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|11-06-2002|1023746400|1|13.000000000000000|13.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|03-09-2002|1031004000|1|13.000000000000000|13.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|03-12-2002|1038870000|1|12.000000000000000|12.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|12-03-2003|1047423600|1|14.000000000000000|14.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|18-06-2003|1055887200|1|13.000000000000000|13.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|17-09-2003|1063749600|1|9.000000000000000|9.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|11-12-2003|1071097200|1|14.000000000000000|14.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|15-06-2004|1087250400|1|13.000000000000000|13.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|15-07-2004|1089842400|1|14.000000000000000|14.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|03-08-2004|1091484000|1|12.800000000000000|12.800000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|30-09-2004|1096495200|1|13.500000000000000|13.500000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|23-11-2004|1101164400|1|13.200000000000000|13.200000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|02-02-2005|1107298800|1|13.200000000000000|13.200000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|08-03-2005|1110236400|1|13.000000000000000|13.000000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|17-05-2005|1116280800|1|12.700000000000000|12.700000000000000|173|milligramme de nitrate par litre 09911X0280/F||Nitrates|1340|05-07-2005|1120514400|1|13.800000000000000|13.800000000000000|173|milligramme de nitrate par litre 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nitrate par litre 09911X0321/F4||Nitrates|1340|17-08-2005|1124229600|1|9.600000000000000|9.600000000000000|173|milligramme de nitrate par litre 09911X0321/F4||Nitrates|1340|20-07-2006|1153346400|1|12.000000000000000|12.000000000000000|173|milligramme de nitrate par litre 09911X0321/F4||Nitrates|1340|11-10-2007|1192053600|1|13.000000000000000|13.000000000000000|173|milligramme de nitrate par litre 09911X0321/F4||Nitrates|1340|29-04-2008|1209420000|1|14.000000000000000|14.000000000000000|173|milligramme de nitrate par litre 09911X0321/F4||Nitrates|1340|13-03-2009|1236898800|1|14.000000000000000|14.000000000000000|173|milligramme de nitrate par litre 09911X0321/F4||Nitrates|1340|14-06-2010|1276466400|1|14.000000000000000|14.000000000000000|173|milligramme de nitrate par litre ";s:7:"#weight";i:9;s:12:"#description";s:191:"Liste des colonnes : CODE_BSS|UNITE_SPATIALE|LIBELLE_PARAMETRE|CD_PAR|DATE_DEBUT_PRELEVEMENT|DATE_PREL|CODE_SIGNE|RESULTAT|RESULTAT_TH|UNITE_GRAPH|UNITE
Séparateur : |
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Étape 1.4 : Table des données

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ASTA-ENV est une plateforme créée par l'OIEau, avec le soutien financier de l'AFB, et qui utilise le module de calcul HYPE créé et mis à disposition par le BRGM.

Avertissement : les données que vous renseignez dans cet outil sont sous votre entière responsabilité, ainsi que les résultats produits, leurs utilisations et leurs interprétations ultérieures.

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