High-resolution mapping of protected agriculture in Mexico, through remote sensing data cloud geoprocessing
Open Access
- 1 January 2019
- journal article
- research article
- Published by Taylor & Francis in European Journal of Remote Sensing
- Vol. 52 (1) , 532-541
Abstract
In recent years, plasticulture, which is broadly defined as the use of plastics in agriculture, including greenhouse, tunnels and plastic mulch has become a fast-growing production system. While in the 1970s, the system was used on 2.8 M ha worldwide, the area had grown to 38 M ha in 1996/97 and is still increasing at a rapid rate: In Asia and Africa, the use of plastic greenhouses is growing by 15-30% per year. Therefore, plasticulture is expected to rise in many agrarian countries such as Mexico. Nonetheless, there are negative effects of plasticulture, that need to be correctly addressed in order to have responsible rural landscape management. Ergo our study attempts, through cloud geoprocessing of Sentinel-2 imagery, to rapidly provide a reliable and updated high-resolution map of protected agriculture that employs plastics (mostly tunnels and greenhouses). This map can be used as a basis for a protected agriculture monitoring system in Mexico, and eventually help to effectively plan the upcoming rural development, e.g. by providing input for territorial planning, showing the municipal rural practice trends, and monitoring the markets and its economic impacts.Keywords
Funding Information
- PAPIME-DGAPA-UNAM (PE301919)
This publication has 26 references indexed in Scilit:
- Global food demand and the sustainable intensification of agricultureProceedings of the National Academy of Sciences, 2011
- Remote sensing as a tool for monitoring plasticulture in agricultural landscapesInternational Journal of Remote Sensing, 2007
- Detecting greenhouse changes from QuickBird imagery on the Mediterranean coastInternational Journal of Remote Sensing, 2006
- Drainage and nitrate leaching under processing tomato growth with drip irrigation and plastic mulchingAgriculture, Ecosystems & Environment, 2006
- Maximum entropy modeling of species geographic distributionsEcological Modelling, 2006
- Runoff from tomato cultivation in the estuarine environment: biological effects of farm management practicesJournal of Experimental Marine Biology and Ecology, 2004
- Use of normalized difference built-up index in automatically mapping urban areas from TM imageryInternational Journal of Remote Sensing, 2003
- Runoff and soil erosion as affected by plastic mulch in a Hawaiian pineapple fieldSoil and Tillage Research, 1999
- Use of a green channel in remote sensing of global vegetation from EOS-MODISRemote Sensing of Environment, 1996
- The use of the Normalized Difference Water Index (NDWI) in the delineation of open water featuresInternational Journal of Remote Sensing, 1996