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            <gco:CharacterString>The Standardized Precipitation Evapotranspiration Index (SPEI) is computed similarly to the SPI. The main difference is that SPI assesses precipitation variance, while SPEI also considers demand from evapotranspiration which is subtracted from any precipitation accumulation prior to assessment.
Unlike the SPI, the SPEI captures the main impact of increased temperatures on water demand SPI values indicate the number of standard deviations the observed anomaly departs from the long-term period of record, with positive values corresponding to wetter-than-average conditions.

Time periods calculated for monthly precipitation percentiles are 1, 2, 3, 6, 9, 12, 18, 24 months. Each ISO week is numbered from 1 to 52 (sometimes 53) within a year. An ISO week starts on Monday and ends on Sunday. Historical record goes back to 1980

Indices values were calculated using the xclim python package 

The National Agroclimate Series of Derived Indicators (NASDI) products provide a collection of comprehensive and regularly updated datasets on key agroclimatic variables, including accumulated precipitation, standardized precipitation index, and difference from normal temperature, among others. These datasets incorporate both real-time and historical climate information, offering enhanced insight into conditions and trends across Canada’s diverse agricultural regions.</gco:CharacterString>
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                  <gmd:LocalisedCharacterString locale="#fra">L’indice normalisé précipitations moins évapotranspiration (INPE) est calculé à peu près de la même façon que l’INP. La principale différence est que l’INP évalue la variance des précipitations, tandis que l’INPE tient également compte de la demande de l’évapotranspiration, qui est soustraite de toute accumulation de précipitations avant l’évaluation.
Contrairement à l’INP, l’INPE tient compte de la principale incidence de l’augmentation des températures sur la demande en eau. Les valeurs de l’INP indiquent le nombre d’écarts-types entre l’anomalie observée et la période d’enregistrement à long terme; les valeurs positives correspondent à des conditions plus humides que la moyenne.

Les périodes calculées pour les centiles des précipitations (mensuel) sont de 1, 2, 3, 6, 9, 12, 18 et 24 mois. Chaque semaine ISO est numérotée de 1 à 52 (parfois 53) au cours d’une année. Une semaine ISO commence le lundi et se termine le dimanche. Les données historiques remontent à 1980.

Les valeurs des indices ont été calculées à l’aide de l’ensemble xclim de Python. 

Les produits de la Série nationale d’indicateurs agroclimatiques dérivés (SNIAD) fournissent une collection d’ensembles de données exhaustifs et régulièrement actualisés sur des variables agroclimatiques clés, y compris les précipitations accumulées, l’indice normalisé des précipitations et l’écart par rapport à la température normale. Ces ensembles de données intègrent des renseignements climatiques en temps réel et historiques, ce qui offre un meilleur aperçu des conditions et des tendances dans les diverses régions agricoles du Canada.</gmd:LocalisedCharacterString>
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