Crop Survey of NIRNA Hobli of Humnabad Taluk of Bidar District of Karnataka for Kharif Season 2018-19
This dataset provides crop survey details for Ataguru Hobli, Maddur Taluk, Mandya District (Karnataka) during Kharif 2018–19, covering over 40,000 records.
Dataset Metrics
Data Format
Dataset Schema (6 features)
| Name | Type | Nullable | Description |
|---|---|---|---|
| CropSurveyDate | date | No | Date on which the crop survey observation was recorded. |
| Crop_Extent | string | No | Extent of land under crop cultivation recorded during the survey using local measurement format. |
| Cropname | categorical | Yes | Name of the crop cultivated or land use classification observed during the survey. |
| District_Name | string | No | Name of the district where the surveyed farmland is located. |
| District_code | integer | No | Administrative numeric code representing the district. |
| Hobli_Name | string | No | Name of the hobli administrative subdivision where the survey was conducted. |
License & Compliance
About This Dataset
It includes information on crop types, cultivated extent, farmer locations, and survey details, useful for analyzing agricultural patterns and land use.
Data Quality
Administrative fields and geographic coordinates appear consistently populated across the dataset. Latitude and longitude allow spatial mapping of farmland locations. Some optional attributes such as image URLs, week names, and month values contain missing entries, indicating they were not captured in every survey record. Crop extent values are recorded in formatted textual measurements rather than standardized numeric units, which may require preprocessing for statistical analysis.
Use Cases
Agricultural land use monitoring, crop distribution mapping, geospatial analysis of farmland locations, seasonal crop pattern analysis, agricultural policy planning, and research into regional farming practices.
Limitations
The dataset is geographically limited to Nirna Hobli within Humnabad Taluk and represents a single agricultural survey period. Some optional attributes contain missing values. Crop area measurements are stored as textual representations rather than standardized numeric measurements.
Methodology
The dataset was likely compiled through field-based crop surveys conducted by agricultural officers who visited farmland locations, identified crops grown, measured cultivated land extent, captured GPS coordinates, and recorded administrative details during the agricultural season.
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.