Crop Survey of SAMPAKHANDA Hobli of Sirsi Taluk of Uttar Kannada District of Karnataka for Kharif Season 2018-19

The dataset provides detailed crop survey records including crop types, geographic locations (latitude and longitude), administrative regions (district, taluk, village), and temporal information such as survey date, month, week, and season. It also includes crop extent measurements and survey identifiers, making it suitable for agricultural analysis and monitoring.

Data Quality

The dataset is largely complete with no missing values in most geographic and administrative fields. However, some columns such as Cropname, Month, Weekname, and Image_url contain missing values. The Image_url column appears mostly empty. Data formatting is consistent, though some columns like Crop_Extent are stored as strings instead of numeric values.

Use Cases

Crop monitoring and yield estimation, geospatial agricultural analysis, seasonal crop pattern analysis, government agricultural planning, and precision farming applications.

Limitations

Crop extent is stored as a string rather than numeric format, limiting direct quantitative analysis. Image_url data is mostly missing. Geographic coverage appears limited to a single district and taluk, reducing generalizability.

Methodology

The dataset was likely collected through field surveys where crop details, location coordinates, and administrative information were recorded manually or via GPS-enabled devices during agricultural inspections.