Mapping cropland in Ethiopia using crowdsourcing

See L, McCallum I, Fritz S, Perger C, Kraxner F, Obersteiner M, Deka Baruah U, Mili N, et al. (2013). Mapping cropland in Ethiopia using crowdsourcing. International Journal of Geosciences 4 (6): 6-13. DOI:10.4236/ijg.2013.46A1002.

[img]
Preview
Text
IJG_2013080810294253.pdf - Published Version
Available under License Creative Commons Attribution.

Download (5MB) | Preview

Abstract

The spatial distribution of cropland is an important input to many applications including food security monitoring and economic land use modeling. Global land cover maps derived from remote sensing are one source of cropland but they are currently not accurate enough in the cropland domain to meet the needs of the user community. Moreover, when compared with one another, these land cover products show large areas of spatial disagreement, which makes the choice very difficult regarding which land cover product to use. This paper takes an entirely different approach to mapping cropland, using crowdsourcing of Google Earth imagery via tools in Geo-Wiki. Using sample data generated by a crowdsourcing campaign for the collection of the degree of cultivation and settlement in Ethiopia, a cropland map was created using simple inverse distance weighted interpolation. The map was validated using data from the GOFC-GOLD validation portal and an independent crowdsourced dataset from Geo-Wiki. The results show that the crowdsourced cropland map for Ethiopia has a higher overall accuracy than the individual global land cover products for this country. Such an approach has great potential for mapping cropland in other countries where such data do not currently exist. Not only is the approach inexpensive but the data can be collected over a very short period of time using an existing network of volunteers.

Item Type: Article
Uncontrolled Keywords: Cropland Mapping; Crowdsourcing; Interpolation; Validation
Research Programs: Ecosystems Services and Management (ESM)
Bibliographic Reference: International Journal of Geosciences; 4(6):6-13 (August 2013)
Depositing User: IIASA Import
Date Deposited: 15 Jan 2016 08:48
Last Modified: 12 Sep 2016 15:03
URI: http://pure.iiasa.ac.at/10293

Actions (login required)

View Item View Item

International Institute for Applied Systems Analysis (IIASA)
Schlossplatz 1, A-2361 Laxenburg, Austria
Phone: (+43 2236) 807 0 Fax:(+43 2236) 71 313