應用主成份分析法評估作物產量因子在氣候變遷下之變化;Assessment of climate change impact on crop yields using principal component analysis

NCUIR > Engineering College > Department of Civil Engineering > Research Project > Item 987654321/64614

Please use this identifier to cite or link to this item: http://ir.lib.ncu.edu.tw/handle/987654321/64614

Title:	應用主成份分析法評估作物產量因子在氣候變遷下之變化;Assessment of climate change impact on crop yields using principal component analysis
Authors:	吳瑞賢
Contributors:	國立中央大學土木工程學系
Keywords:	農田水利;Climate Change;Principal Component Analysis;DSSAT model
Date:	2014-09-10
Issue Date:	2014-09-10 15:19:42 (UTC+8)
Publisher:	行政院農業委員會
Abstract:	研究期間：10304~10312;Climate change affects all agriculture activities. When long-term climate pattern has changed, the weather factors, such as temperature and rainfall, might affect the quality and quantity of crop growth. Paddy rice is the most important crop productions in Taiwan and accounts for more than 70% of total water resources usage. The quantity of rice productions is a very important index for food security and agriculture management. This study utilizes the Decision Support System for Agrotechnology Transfer (DSSAT) model to analyze the variations of growth days and quantity of paddy rice under climate change. The Weather Generator Model (WGEN) was used to generate daily rainfall and daily mean temperature. Maximum and minimum daily temperature and solar radiation were then estimated by regression functions of daily mean temperature and daily rainfall from historical data. Rice productions were estimated by the DSSAT model. The Taiwan Climate Change Projection and Information Platform Project (TCCIP) provides future climate projections and the scenarios of Special Report on Emissions Scenarios were selected in this study. To understand the dominant factors affecting crop yields under climate change, the Principal Component Analysis(PCA) was applied to analyze DSSAT results for both periods of baseline data and near future data.
Relation:	財團法人國家實驗研究院科技政策研究與資訊中心
Appears in Collections:	[Department of Civil Engineering] Research Project

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