Crop Survey of MANCHIKERI Hobli of Yellapur Taluk of Uttar Kannada District of Karnataka for Kharif Season 2018-19

The dataset captures detailed crop survey information including survey dates, crop types, land extent measurements, and hierarchical geographic data such as district, taluk, hobli, and village. It also includes spatial coordinates (latitude and longitude), seasonal classifications, and temporal attributes like year, month, and week. Each record represents a surveyed agricultural plot.

Data Quality

The dataset is largely complete with consistent numeric and categorical fields. However, some columns such as Cropname, Month, Weekname, and Image_url contain missing values. Data types are mostly consistent, though certain fields like Crop_Extent are stored as strings instead of numeric values.

Use Cases

Agricultural monitoring, crop yield estimation, geospatial analysis, policy planning, seasonal trend analysis, and rural development research.

Limitations

Crop extent is not stored in a standardized numeric format, limiting direct quantitative analysis. Missing values in crop names and temporal fields may affect analysis accuracy. Image_url field lacks consistency and completeness.

Methodology

The data was likely collected through field surveys conducted across administrative regions, where surveyors recorded crop details, land extent, and geographic coordinates during different agricultural seasons.