Farmland Flood Impact Assessment Dataset

#Object Detection #Image Segmentation #Agricultural Disaster Assessment #Flood Impact Analysis #Smart Agriculture

5000 records
1.5G
JPG/PNG/JSON
CC-BY-NC-SA 4.0
MOBIUSI INC

Updated:2026-02-04

AI Analysis & Value Prop

Currently, the agricultural industry faces serious impacts on crops due to frequent floods, leading to increasing losses for farmers. Existing assessment methods largely depend on manual surveys, which are inefficient and prone to errors. This dataset aims to provide a standardized basis by annotating different water levels, flooded areas, and crop damage levels, supporting AI-assisted agricultural disaster loss assessment. Data collection uses a combination of drone aerial photography and ground field surveys to ensure diversity and representativeness. Quality control measures include multiple rounds of annotations, expert reviews, and consistency checks to ensure annotation accuracy. Data is stored in JPEG format, with each image accompanied by corresponding annotation information, facilitating subsequent training and analysis.

Technical Specifications

Field	Type	Description
file_name	string	File name
quality	string	Resolution
flood_severity	string	Indicates the severity level of the flood in the image, such as mild, moderate, or severe.
crop_damage_level	string	Assess and mark the extent of damage to crops in the image, such as no damage, partially damaged, or completely destroyed.
water_source_identification	string	Identify and mark the source of the flood, such as rainwater or river overflow.
land_type	string	Indicate the type of land affected, such as paddy field or wheat field.

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

Frequently Asked Questions

What is the Farmland Flood Impact Assessment Dataset?: The Farmland Flood Impact Assessment Dataset is an image dataset used to evaluate the impact of floods on farmland, aiding in smart agricultural management.

Which industries is the Farmland Flood Impact Assessment Dataset suitable for?: This dataset is primarily suitable for the agricultural sector, especially in applications related to evaluating and managing flood impacts.

What type of data does the Farmland Flood Impact Assessment Dataset include?: The dataset includes image data for object detection, showcasing the impact of floods on farmland.

How to use the Farmland Flood Impact Assessment Dataset for object detection?: Deep learning algorithms can be used to train on the images in the dataset to detect and assess flood impacts on farmland.

How does the Farmland Flood Impact Assessment Dataset aid in smart agricultural management?: By assessing the specific impact of floods on farmland, agricultural managers can develop more effective post-disaster recovery and management strategies, enhancing agricultural productivity.

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Cite this Work

@dataset{Mobiusi2025,
  title={Farmland Flood Impact Assessment Dataset},
  author={MOBIUSI INC},
  year={2025},
  url={https://www.mobiusi.com/datasets/7610fe8ccc6a58fd046c5c0b6abe8df6?dataset_scene_id=5},
  urldate={2025-09-15},
  keywords={Farmland Flood, Agricultural Dataset, Object Detection, Flood Assessment},
  version={1.0}
}

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