Home/Agriculture/Agricultural Flood Disaster Insurance Claim Image Dataset

Agricultural Flood Disaster Insurance Claim Image Dataset

V1.0
Latest Update:
2026-01-14
Samples:
15000 records
File Size:
3.2G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
agricultural insurance | disaster claim | image recognition
Applications:
object detection | image classification

Brief Introduction

The current agricultural industry faces the frequent problem of flood disasters, causing severe economic losses to farmland. Traditional claim methods rely on manual inspection, which is inefficient and prone to errors. Existing claim systems are mostly manual audits, lacking efficient automated recognition tools. This dataset aims to help AI systems achieve automatic recognition and damage assessment by providing high-quality flood disaster images, thus improving claim efficiency. The dataset is collected by professionals in real flood disaster environments, captured using high-resolution cameras to ensure image quality. We have adopted measures such as multiple rounds of labeling and consistency checks for quality control, ensuring the precision and consistency of data labeling. Data is stored in JPEG format, organized by time and location, facilitating subsequent analysis and use.

Sample Examples

ImageFile NameResolutionDamage TypeCrop TypeDamage SeverityFlood Water LevelVisibility ConditionInfrastructure DamageVegetation Health
c06f4314701b82fcbddc44588fd3b38e.png1499*2000flood submersioncornmoderate severitynear crop heightvisibility normal, sunnyno significant infrastructure damagesome vegetation submerged, health deteriorating
745c45d87d76af9a85e7b662c9ede230.png1688*2000Water damageCornMildAbout 20 cmGoodNo significant infrastructure damageVegetation health is good
760d152ec5e1c7018b59f00215bad72f.png1604*2000Farmland floodedRiceSevereReached plant heightGood visibility, no significant hazeUtility poles intactVegetation at risk of flooding
804d3416f8b65411e15883a66643f0fa.png2092*2000Farmland floodedCornModerateNear crop rootsGood, no significant hazeNo significant infrastructure damageGramineous crops bent, some plants damaged

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
damage_typestringIdentify the type of damage caused to farmland by flood disaster in the image.
crop_typestringIdentify the type of crop affected in the image.
damage_severitystringAssess the severity of damage caused by flood disaster in the image.
flood_water_levelfloatEstimate the height of flood water in the image.
visibility_conditionstringDescribe the visibility conditions in the image, such as haze or sunlight.
infrastructure_damagestringIdentify and describe any infrastructure damage in the image.
vegetation_healthstringAssess the health condition of vegetation in the image.

Compliance Statement

ItemContent
Authorization TypeCC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike)
Commercial UseRequires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and AnonymizationNo PII, no real company names, simulated scenarios follow industry standards
Compliance SystemCompliant with China’s Data Security Law / EU GDPR / supports enterprise data access logs

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