This dataset provides the crop survey records of Amrutapura Hobli, Tarikere Taluk, Chikmagalur District, Karnataka for the Kharif season 2018–28
| 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. |
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 identifiers and geographic coordinates appear consistently recorded across most records. Some columns such as Cropname, Month, and Weekname may contain missing values. The Image_url column is mostly empty. Crop_Extent values appear stored as text rather than numeric values and may require preprocessing for statistical analysis.
Agricultural monitoring, crop distribution analysis, farmland geospatial mapping, agricultural planning and policy development, crop yield estimation modeling, and research on regional agricultural patterns.
The dataset covers only Sambrani Hobli within Haliyal Taluk and does not represent agricultural activity across broader regions. Missing values in certain time-related columns limit temporal analysis. Crop extent values require conversion to numeric units before performing quantitative analysis.
The dataset was likely compiled through government agricultural field surveys where officers recorded crop types, cultivated land area, administrative identifiers, and GPS coordinates during periodic crop inspection programs.
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