Mobiusi/Agricultural-Climate-Adaptation-Research-Dataset

Agricultural Climate Adaptation Research Dataset

Agriculture is currently facing challenges posed by climate change, particularly the increasing impact of drought on crop yields. Existing research data often lacks detailed analysis under specific climate conditions, leading to ineffective agricultural management measures. This dataset aims to fill this gap by including images of farmland drought and vegetation recovery, assisting AI models in researching agriculture's ability to adapt to climate change. Data collection is conducted using high-resolution cameras over different periods, ensuring coverage of various climate conditions. Quality control involves multiple rounds of annotation and expert review to ensure data accuracy and consistency. Data is stored in JPG format and organized by time and location for easy subsequent analysis and application.

Technical Specifications

Field	Type	Description
file_name	string	File name
quality	string	Resolution
image_category	string	Describes the main category of the image, such as drought, vegetation recovery, etc.
drought_severity	string	Indicates the severity of drought in the farmland, such as mild, moderate, severe.
vegetation_health	string	Describes the health condition of vegetation, such as healthy, damaged, wilted.
weather_conditions	string	Weather conditions at the time the image was taken, such as sunny, cloudy, rainy, etc.
soil_moisture	string	Soil moisture condition at the time the image was taken, such as dry, moist, saturated.

Compliance Statement

Authorization Type	CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike)
Commercial Use	Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization	No PII, no real company names, simulated scenarios follow industry standards
Compliance System	Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs

Source & Contact

If you need more dataset details, please visit Mobiusi. or contact us via contact@mobiusi.com