Crop Survey of AVATI Hobli of Chikkamagaluru Taluk of Chikmagalur District of Karnataka for Kharif Season 2018-19

The dataset includes detailed crop survey records collected at the village level. It contains crop names, land extent, geographic coordinates (latitude and longitude), and hierarchical administrative divisions such as district, taluk, hobli, and village. It also includes time-based attributes such as survey date, agricultural season, and year, enabling spatiotemporal agricultural analysis.

Data Quality

The dataset is structurally consistent with no missing values in key identifiers and geographic fields. However, Image_url is completely missing, and Month and Weekname columns have significant missing values. Cropname has minimal missing entries. Crop_Extent is stored as a string, which may require transformation for numerical analysis.

Use Cases

Crop pattern analysis, geospatial agricultural mapping, seasonal trend analysis, agricultural policy planning, yield estimation, and rural development studies.

Limitations

Image data is unavailable as the Image_url column is entirely null. Temporal attributes like Month and Weekname are incomplete. Crop extent is not stored in a standardized numeric format. No yield or productivity metrics are included.

Methodology

The dataset appears to be collected through field surveys conducted by agricultural officers or digital survey systems, likely using GPS-enabled devices to capture precise geographic coordinates and crop details.