First estimation of high-resolution solar photovoltaic resource maps over China with Fengyun-4A satellite and machine learning
Abstract Fengyun-4A (FY-4A), which is the latest-generation Chinese geostationary
meteorological satellite, measures solar reflection and thermal emission with high temporal …
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
Rapid development of photovoltaics industry emphasizes the importance of a long-term
reliable dataset of surface solar radiation (Rs). However, long-term satellite-retrievals …
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 …
Satellite remote sensing of cloud property retrieval and shortwave downward radiation
(SWDR) estimation is essential for global radiation budget and climate change studies. Sun …
(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
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 …
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 …
severe environmental degradation. Previous research has explored the ecological impacts …
Mechanism-learning coupling paradigms for parameter inversion and simulation in earth surface systems
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 …
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
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 …
balance, measured at a limited number of meteorological stations worldwide. With the …
Distinguishing trajectories and drivers of vegetated ecosystems in China's Loess Plateau
Terrestrial ecosystems can exhibit various behaviors in response to climate change and
human activities. Nonlinear and abrupt shifts in ecosystems are particularly important as …
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
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 …
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 …
energy, and the accuracy of its estimation is of great significance for climate studies. The Rs …