This dataset provides the crop survey records of Amrutapura Hobli, Tarikere Taluk, Chikmagalur District, Karnataka for the Kharif season 2018–20
| Name | Type | Nullable | Description |
|---|---|---|---|
| Survey_id | integer | No | Unique identifier assigned to each crop survey record. |
| District_code | integer | No | Administrative code representing the district where the surveyed agricultural field is located. |
| District_Name | string | No | Name of the district where the crop survey was conducted. |
| Taluk_code | integer | No | Administrative code representing the taluk where the surveyed field is located. |
| Taluk_Name | string | No | Name of the taluk where the crop survey observation was recorded. |
| Hobli_code | integer | No | Administrative code representing the hobli subdivision within the taluk. |
It includes details such as crop names, cultivated area, farmer/plot-level survey data, geographic coordinates, and field images, useful for analyzing cropping patterns, land utilization, and agricultural conditions in the region during the specified season.
Administrative fields and geographic coordinates are consistently recorded across most records. Some columns such as Cropname, Month, and Weekname contain missing values. The Image_url field is largely empty. Crop_Extent values appear to be stored as string-formatted measurements rather than numeric values, which may require preprocessing before performing quantitative analysis.
Agricultural monitoring, crop distribution analysis, geospatial farmland mapping, agricultural policy planning, crop yield estimation modeling, and research on regional farming trends.
The dataset only covers Vandse Hobli within Kundapura Taluk and therefore does not represent agricultural activity across wider geographic areas. Missing values in some temporal fields reduce the resolution of time-based analysis. Crop extent values may require transformation into numeric units before statistical processing.
The dataset was likely collected through government agricultural field surveys where survey officers documented crop types, cultivated area, GPS coordinates, and administrative identifiers during periodic crop inspections.
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