First estimation of high-resolution solar photovoltaic resource maps over China with Fengyun-4A satellite and machine learning

H Shi, D Yang, W Wang, D Fu, L Gao, J Zhang… - … and Sustainable Energy …, 2023 - Elsevier
Abstract Fengyun-4A (FY-4A), which is the latest-generation Chinese geostationary
meteorological satellite, measures solar reflection and thermal emission with high temporal …

Convolutional neural network-based homogenization for constructing a long-term global surface solar radiation dataset

C Shao, K Yang, W Tang, Y He, Y Jiang, H Lu… - … and Sustainable Energy …, 2022 - Elsevier
Rapid development of photovoltaics industry emphasizes the importance of a long-term
reliable dataset of surface solar radiation (Rs). However, long-term satellite-retrievals …

Retrieval of cloud microphysical properties from Himawari-8/AHI infrared channels and its application in surface shortwave downward radiation estimation in the sun …

G Tana, X Ri, C Shi, R Ma, H Letu, J Xu, J Shi - Remote Sensing of …, 2023 - Elsevier
Satellite remote sensing of cloud property retrieval and shortwave downward radiation
(SWDR) estimation is essential for global radiation budget and climate change studies. Sun …

Evaluation and intercomparison of multiple satellite-derived and reanalysis downward shortwave radiation products in China

L Tong, T He, Y Ma, X Zhang - International Journal of Digital Earth, 2023 - Taylor & Francis
Downward shortwave radiation (DSR) is a critical variable in energy balance driving Earth's
surface processes. Satellite-derived and reanalysis DSR products have been developed …

[HTML][HTML] Analysis of vegetation dynamics from 2001 to 2020 in China's Ganzhou rare earth mining area using time series remote sensing and SHAP-enhanced …

L Ming, Y Wang, G Liu, L Meng, X Chen - Ecological Informatics, 2024 - Elsevier
Rare earth mining, essential for modern industries and economic growth, often leads to
severe environmental degradation. Previous research has explored the ecological impacts …

Mechanism-learning coupling paradigms for parameter inversion and simulation in earth surface systems

H Shen, L Zhang - Science China Earth Sciences, 2023 - Springer
Building the physics-driven mechanism model has always been the core scientific paradigm
for parameter estimation in Earth surface systems, and develo** the data-driven machine …

Global analysis of atmospheric transmissivity using cloud cover, aridity and flux network datasets

A Srivastava, JF Rodriguez, PM Saco, N Kumari… - Remote Sensing, 2021 - mdpi.com
Atmospheric transmissivity (τ) is a critical factor in climatology, which affects surface energy
balance, measured at a limited number of meteorological stations worldwide. With the …

Distinguishing trajectories and drivers of vegetated ecosystems in China's Loess Plateau

Z Wang, B Fu, X Wu, S Wang, Y Li, Y Feng… - Earth's …, 2024 - Wiley Online Library
Terrestrial ecosystems can exhibit various behaviors in response to climate change and
human activities. Nonlinear and abrupt shifts in ecosystems are particularly important as …

Estimation of fine spatial resolution all-sky surface net shortwave radiation over mountainous terrain from Landsat 8 and Sentinel-2 data

Y Ma, T He, S Liang, TR McVicar, D Hao, T Liu… - Remote Sensing of …, 2023 - Elsevier
Net shortwave radiation (NSR) plays an essential role in surface energy budget and has
been reported to exhibit low estimation accuracy when ignoring topographic effects. Several …

A review and comparison of surface incident shortwave radiation from multiple data sources: satellite retrievals, reanalysis data and GCM simulations

S Yang, X Zhang, S Guan, W Zhao, Y Duan… - … Journal of Digital …, 2023 - Taylor & Francis
Surface incident shortwave radiation (Rs) can promote the circulation of substance and
energy, and the accuracy of its estimation is of great significance for climate studies. The Rs …