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

This dataset contains agricultural survey records from the JAGARA hobli in Chikmagalur district, India, for the Kharif season of the year 2018-2019. It documents crop types, land extent, and geolocation for surveyed plots.

Data Quality

The dataset is generally complete, with very few missing values. The primary data quality issue is the inconsistent and non-standard format of the 'Crop_Extent' column, which uses a hyphenated format that requires parsing. The 'Month' and 'Weekname' columns are sparsely populated.

Use Cases

The dataset can be used for analyzing the spatial distribution of crops, particularly coffee varieties, in the Chikmagalur region. It can support agricultural planning, crop yield estimation studies, and geographic information system (GIS) based analysis of land use patterns. It can also serve as ground truth data for remote sensing applications.

Limitations

The dataset is limited to a single hobli (JAGARA) and a single agricultural season (Kharif 2018-2019). The non-standard 'Crop_Extent' format requires significant preprocessing before it can be used for quantitative analysis. The data does not include crop yield, farmer information, or soil details.

Methodology

The data was likely collected through field surveys conducted by agricultural officers. Surveyors visited individual plots, recorded the crop type, estimated or measured the extent of the crop, and captured the geographic coordinates using a GPS device. The data was then compiled into a central database.