Crop Survey of KASABA Hobli of Srirangapatna Taluk of mandya District of Karnataka for Kharif Season 2019-2020

The dataset provides a granular view of agricultural practices in the Mandya district during the Kharif season. Each record represents a survey plot, capturing details such as the crop name, planting month, crop extent in a specific format (acre-gunta-sq yard), and precise geographical coordinates (latitude and longitude). It also includes administrative divisions like Taluk, Hobli, and Village, making it suitable for spatial analysis and agricultural planning. A wide variety of crops are covered, including Paddy, Sugarcane, Coconut, Banana, and various vegetables and horticultural crops.

Data Quality

The dataset appears to be comprehensive with a high number of records. However, there are data quality issues to note. The 'Cropname' column has null values, indicating that some plots may not have a crop recorded. The 'Month' column also contains nulls and potentially inconsistent entries (e.g., 'june' instead of 'June'). The 'Crop_Extent' column is in a non-numeric format ('acre-gunta-sq yard'), which requires parsing for quantitative analysis.

Use Cases

Agricultural land use mapping, crop pattern analysis, yield estimation models, precision agriculture initiatives, policy planning for regional agriculture, and academic research in agronomy and economics.

Limitations

Data is limited to the Mandya district and the Kharif season of 2019-2020, so it may not be generalizable to other regions or time periods. Inconsistent formatting in 'Month' and nulls in 'Cropname' need to be addressed. The non-standard 'Crop_Extent' format requires processing for analytical use.

Methodology

The data was likely collected through field surveys conducted by agricultural officers or enumerators. Surveyors visited plots, recorded crop details, and captured geolocation data. The survey was conducted over several months (September to November 2019) and covers the administrative divisions of the Mandya district.