Remote Sensing · 2022 · 33 citations · 43 references
Natural SciencesEarth SciencesEcologyClimate ScienceClimatologyRemote SensingLand Cover Change DetectionLand Surface ModelingLand Surface MonitoringRemote Sensing Change DetectionVegetation Change DetectionVegetation MonitoringDynamic Vegetation ModelingGross Primary Productivity ModelingRegional Climate ChangeRegional Climate Change ImpactsRegional Climate ModelsRemote Sensing Phenology ModelingSatellite-based Vegetation MonitoringVegetation Dynamics Modeling
Changes in vegetation dynamics play a critical role in terrestrial ecosystems and environments. Remote sensing products and dynamic global vegetation models (DGVMs) are useful for studying vegetation dynamics. In this study, we revised the Community Land Surface Biogeochemical Dynamic Vegetation Model (referred to as the BGCDV_CTL experiment) and validated it for the Tibetan Plateau (TP) by comparing vegetation distribution and carbon flux simulations against observations. Then, seasonal–deciduous phenology parameterization was adopted according to the observed parameters (referred to as the BGCDV_NEW experiment). Compared to the observed parameters, monthly variations in gross primary productivity (GPP) showed that the BGCDV_NEW experiment had the best performance against the in situ observations on the TP. The climatology from the remote sensing and simulated GPPs showed similar patterns, with GPP increasing from northwest to southeast, although the BGCDV_NEW experiment overestimated GPP in the semi-arid and arid regions of the TP. The results show that temperature warming was the dominant factor resulting in the increase in GPP based on the remote sensing products, while precipitation enhancement was the reason for the GPP increase in the model simulation.
43
The impacts of climate change on water resources and agriculture in China
Shilong Piao, Philippe Ciais, Yao Huang et al. · Nature · 2010 · 3.5K citations · Full text
Natural Resources, Hydrology, Water Resources Management +14
Guo‐Yue Niu, Zong‐Liang Yang, Kenneth E. Mitchell et al. · Journal of Geophysical Research Atmospheres · 2011 · 3.1K citations · Full text
GLEAM v3: satellite-based land evaporation and root-zone soil moisture
Brecht Martens, Diego G. Miralles, Hans Lievens et al. · Geoscientific model development · 2017 · 2.5K citations · Full text