Observation of Climate Change and Cropland with Satellite Data
A special issue of Atmosphere (ISSN 2073-4433). This special issue belongs to the section "Atmospheric Techniques, Instruments, and Modeling".
Deadline for manuscript submissions: 31 August 2025 | Viewed by 1817
Special Issue Editor
Interests: climate change; drought; land use change; agricultural remote sensing; environmental economics
Special Issue Information
Dear Colleagues,
Climate change poses significant risks and uncertainties to food production. It not only impacts the hydrological cycle by altering elements such as precipitation and evaporation but also directly affects regional cropland utilization. As one of the land uses most severely impacted, cropland is highly sensitive to climate change. Satellite technology offers extensive, continuous, and long-term data coverage, enabling the precise monitoring of temperature, precipitation patterns, greenhouse gases, spatial–temporal distributions of cropland, crop health, and yield forecasting. This information is crucial for developing effective strategies for precision agriculture, disaster management, and policies aimed at mitigating the adverse effects of climate change. Utilizing satellite data to observe climate change and cropland is essential for comprehensively understanding the impacts of climate dynamics on cropland, agricultural productivity, and the sustainable use of agricultural resources.
The data sources used include remote sensing data, UAV data, and ground observation data, with the encouragement to use advanced information technologies such as AI, machine learning, and data mining. This Special Issue aims to disseminate the latest research and applications of remote sensing technology in climate change and farmland monitoring. Potential research topics include, but are not limited to, the following:
- Satellite technology and advancements in climate change observation;
- Remote sensing for cropland monitoring and management;
- Impact of drought and flood risks on cropland, crop health, yield, etc.;
- Integration of satellite data with ground-based observations;
- Climate modeling and simulation;
- Cross-disciplinary approaches combining satellite data with other technologies.
Dr. Mengmeng Hu
Guest Editor
Manuscript Submission Information
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Keywords
- climate change
- cropland monitoring
- machine learning
- drought and flood risks
- remote sensing
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