Fieldscapes: Field Boundaries for India

This dataset contains the same polygons from "Unlocking large-scale crop field delineation in smallholder farming systems with transfer learning and weak supervision" paper. It was adapted for inclusion in the Fieldscapes project.

Product Details

Visibility: Unlisted
Owner: Kerner Lab
Created: 27 Jun 2024
Last Updated: 3 Apr 2025

Product Contents

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boundaries_india_2016.parquet

README.md

README

Description

This dataset was released by Sherrie Wang, Francois Waldner and David B. Lobell as a part of an academic paper "Unlocking large-scale crop field delineation in smallholder farming systems with transfer learning and weak supervision".

Sherrie Wang, Francois Waldner, & David B. Lobell. (2022). 10,000 Crop Field Boundaries across India [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7315090

Ten thousand crop fields in India were delineated manually through inspection of high-resolution satellite imagery (Airbus SPOT).

Source Data Curator: Sherrie Wang, Francois Waldner, David B. Lobell
Source Data Provider: Sherrie Wang, Francois Waldner, David B. Lobell
Converted by: Kerner Lab (ASU)
License: CC-BY-4.0
Projection: EPSG:4326
Dataset Validity: 2016

Attributes

Property	Data Type
id	string
determination_datetime	datetime
area	float
geometry	polygon