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A Web application to estimate the climate change effects on agriculture in Thailand

Tanaka, Kei and Kiura, Takuji (2015) A Web application to estimate the climate change effects on agriculture in Thailand. AGRÁRINFORMATIKA / JOURNAL OF AGRICULTURAL INFORMATICS, 6 (4). pp. 22-29. ISSN 2061-862X

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Abstract

A Web application was developed to estimate the effects ofclimate change on agriculture. We chose the northeast and north of Thailand as the target areasof this application,although most countries in the Asian monsoon region are agricultural areas. Northeastern Thailand is a rainfed farming area where rice and drought-tolerant crops are cultivated. Northern Thailand is a mountainous area where several types of vegetables are cultivated.The application identifies and recommends crops that can be grown based on the simulation resultsof a crop model DSSAT. The DSSAT was executed 365 times; the start date was moved forward one day each time. The effects of climate change wereestimated by inputting meteorological data that reflects the influence of climate change. The most favorable start date and the yield are summarized and displayed as output. Application of this system to grid meteorological data required the shortening of execution time and handlingahuge volume of data. These problems were solved using multithreading,StAXand Hadoop. TheWeb application with witchoutput data were presented wasdesigned based on the assumption that it would be used by a farmer in the field with a 7-inch tablet.

Item Type: Article
Additional Information:
Uncontrolled Keywords: Climate change, crop yield prediction, DSSAT, Thailand, multithreading, StAX
Subjects: Q Science / természettudomány > QA Mathematics / matematika > QA76.76 Software Design and Development / Szoftvertervezés és -fejlesztés
Q Science / természettudomány > QC Physics / fizika > QC980-QC999 Climatology and climate change / klimatológia és éghajlatváltozás
S Agriculture / mezőgazdaság > S1 Agriculture (General) / mezőgazdaság általában
SWORD Depositor: MTMT SWORD
Depositing User: MTMT SWORD
Date Deposited: 11 Nov 2015 08:52
Last Modified: 05 Jun 2024 09:31
URI: https://real.mtak.hu/id/eprint/30136

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