Investigating Sentinel-1 and Sentinel-2 Data Efficiency in Studying the Temporal Behavior of Wheat Phenological Stages Using Google Earth Engine

Crop monitoring is critical for sustaining agriculture, preserving natural resources, and dealing with the effects of population growth and climate change. The Sentinel missions, Sentinel-1 and Sentinel-2, provide open imagery at a high spatial and temporal resolution. This research aimed (1) to eva...

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Vydáno v:	Agriculture (Basel) Ročník 12; číslo 10; s. 1605
Hlavní autoři:	Saad El Imanni, Hajar, El Harti, Abderrazak, Panimboza, Jonathan
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Basel MDPI AG 01.10.2022
Témata:	Agricultural resources Analysis Cereals Climate change Climatic changes Crop calendars crop monitoring Crops Efficiency Evaluation Germination Google Earth Engine Growth models Harvesting Image classification Investigations Jointing Machine learning Natural resources Nitrogen Phenology Population growth Regional analysis Remote sensing Satellites Sentinel-1 Sentinel-2 Spatial distribution Temporal Normalized Phenology Index (TNPI) Temporal resolution Time series Vegetation Wheat Winter Morocco
ISSN:	2077-0472, 2077-0472
On-line přístup:	Získat plný text
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