Crop Survey of BEMALAKHEDA Hobli of Humnabad Taluk of Bidar District of Karnataka for Kharif Season 2018-19
This dataset contains agricultural crop survey records including crop type, cultivated area extent, and geographic information collected across administrative regions.
Dataset Metrics
Data Format
Dataset Schema (16 features)
| Name | Type | Nullable | Description |
|---|---|---|---|
| CropSurveyDate | date | No | |
| Crop_Extent | string | No | |
| Cropname | categorical | Yes | |
| District_Name | categorical | No | |
| District_code | integer | No | |
| Hobli_Name | categorical | No | |
| Hobli_code | integer | No | |
| Image_url | string | Yes | |
| Latitude | float | No | |
| Longtitude | float | No | |
| Month | categorical | Yes | |
| Season | categorical | No | |
| Season_code | integer | No | |
| Survey_id | integer | No | |
| Taluk_Name | categorical | No | |
| Taluk_code | integer | No |
License & Compliance
About This Dataset
The dataset represents crop survey observations collected from villages, taluks, and districts. Each record includes the survey date, crop type, crop extent, and hierarchical administrative location details such as district, taluk, hobli, and village. The dataset also includes seasonal classifications, time attributes such as month and week, and geographic coordinates for mapping and spatial analysis.
Data Quality
Most administrative and geographic fields are complete and consistently formatted. Some attributes such as crop name, month, and week contain missing values. The image URL field is entirely missing, indicating that image metadata was either not collected or removed.
Use Cases
Crop production analysis, agricultural land use monitoring, spatial crop mapping, government agricultural planning, crop yield estimation models, and GIS-based agricultural analytics.
Limitations
The dataset lacks complete crop name values for some records and does not include image data despite having an image URL field. Crop extent values are stored in a string format which may require preprocessing before quantitative analysis.
Methodology
Data was likely collected through field-based crop surveys conducted by agricultural officers or digital crop monitoring systems where surveyors record crop details along with geographic coordinates and administrative identifiers.
Geographic Coverage
Source Information
Governance & Review
Usage & Restrictions
License: GODL-India — This dataset is licensed for use by the purchasing entity. Refer to the specific license terms for permitted use.
Access Control: Download links are time-limited and single-use. All access is logged for audit purposes.