Season-Specific CNN and TVDI Approach for Soil Moisture and Irrigation Monitoring in the Hetao Irrigation District, China

We develop a year-round, field-scale framework to retrieve soil moisture and map irrigation in an arid irrigation district where crop phenology and canopy dynamics undermine static, single-season approaches. However, the currently popular TVDI application is limited during non-growing seasons. To ad...

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Autori principali:	Yule Sun, Dongliang Zhang, Ze Miao, Shaodong Yang, Quanming Liu, Zhongyi Qu
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	MDPI AG 2025-09-01
Serie:	Agriculture
Soggetti:	soil moisture spatiotemporal dynamics multi-source remote sensing irrigation identification Hetao irrigation district
Accesso online:	https://www.mdpi.com/2077-0472/15/18/1946
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