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Reconstruction of Near-Surface Air Temperature over the Greenland Ice Sheet Based on MODIS Data and Machine Learning Approaches

High spatial and temporal resolution products of near-surface air temperature (T2m) over the Greenland Ice Sheet (GrIS) are required as baseline information in a variety of research disciplines. Due to the sparse network of in situ data on the GrIS, remote sensing data and machine learning methods p...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Jiahang Che, Minghu Ding, Qinglin Zhang, Yetang Wang, Weijun Sun, Yuzhe Wang, Lei Wang, Baojuan Huai
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2022-11-01
Schriftenreihe:Remote Sensing
Schlagworte:
temperature
MODIS
machine learning methods
GrIS
Online-Zugang:https://www.mdpi.com/2072-4292/14/22/5775
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