This dataset provides the crop survey records of Amrutapura Hobli, Tarikere Taluk, Chikmagalur District, Karnataka for the Kharif season 2018–24
| 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 and geographic attributes appear consistently recorded across most entries. Some records contain missing values in fields such as Cropname, Month, and Weekname. The Image_url field contains mostly null values. Crop_Extent values are stored as string-formatted measurements rather than numeric values, which may require conversion for statistical analysis.
Agricultural monitoring, crop distribution analysis, farmland geospatial mapping, agricultural planning and policy development, crop yield modeling, and research on regional farming patterns.
The dataset only covers Venkatagiri Hobli within Gangavathi Taluk and therefore does not represent agricultural activity across broader geographic areas. Some temporal fields contain missing values and crop extent measurements require preprocessing before performing quantitative analysis
The dataset was likely collected through government agricultural field surveys where officers recorded crop types, cultivated extent, administrative location identifiers, and GPS coordinates during periodic crop inspections.
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