ML4WX

Observations & remote sensing

Retrieving leaf area index from FY-3D MERSI-II data using a sensor-adaptive algorithm

Yepei Chen, Pengfei Li, Chuan Xu, Zhina Song, Kaimin Sun, Wenzhuo Li, Xiuqing Hu, Qing An

International Journal of Remote Sensing · · China Meteorological Administration (CMA)

Paper

In one sentence. A sensor-adaptive leaf area index retrieval for FY-3D MERSI-II combines radiative transfer with a neural network backup and agrees well with MODIS (R2 0.85).

Labels

Topic
Observations & remote sensing
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Domain
Regional
Data
Satellite
Status
Research
Identifiers
DOI:10.1080/01431161.2023.2201383 OpenAlex:W4366692769
Added
2026-10-22

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