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灌區(qū)種植結(jié)構(gòu)時(shí)空變化及其與地下水相關(guān)性分析
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“十二五”國家科技支撐計(jì)劃項(xiàng)目(2012BAD08B01,、2012BAD08B04)和國家自然科學(xué)基金項(xiàng)目(51379217)


Temporal and Spatial Variation of Crop Planting Structure and Its Correlation Analysis with Groundwater in Large Irrigation Area
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    摘要:

    利用數(shù)據(jù)融合算法(ESTAFM)對Landsat7 ETM+和MODIS影像進(jìn)行融合,構(gòu)建了高時(shí)空NDVI數(shù)據(jù)集,;結(jié)合地面實(shí)體作物NDVI變化特征和光譜耦合技術(shù)(SMT),,提取了解放閘灌域2000—2015年間種植結(jié)構(gòu)空間信息,;在此基礎(chǔ)上分析了其時(shí)空特征變化以及地下水對種植結(jié)構(gòu)調(diào)整的制約性,。利用2015年實(shí)地調(diào)查數(shù)據(jù)對遙感監(jiān)測結(jié)果進(jìn)行評價(jià),,灌域主要作物類型玉米,、向日葵,、小麥以及套種的純像元分類精度分別達(dá)到了95%,、88%、91%和90%,,總體精度達(dá)到了91%,;多年遙感監(jiān)測結(jié)果與歷史統(tǒng)計(jì)數(shù)據(jù)相吻合。研究結(jié)果表明:玉米和小麥種植面積不斷增加,,玉米種植面積增加尤為明顯,,由2000年的0.83萬hm2(占灌溉面積的580%)增加到2015年的4.02萬hm2(占灌溉面積的2831%);向日葵種植面積由下降變?yōu)樯仙厔?,其種植規(guī)模受市場因素主導(dǎo),;因土地流轉(zhuǎn)、農(nóng)村勞動力的外流以及套種種植模式勞動力成本高,,使得農(nóng)戶轉(zhuǎn)向單一作物種植模式,,套種模式種植面積逐年下降,由2000年的4.30萬hm2(占灌溉面積的3032%)減少到2015年的0.41萬hm2(占灌溉面積的291%),。種植結(jié)構(gòu)空間格局與地下水埋深分布相似,,其空間的相對差異并未隨時(shí)間發(fā)生明顯變化。向日葵在地下水埋深較淺,、鹽堿化偏高的區(qū)域分布集中,,玉米、小麥及套種在地下水埋深大,、鹽堿化偏弱的區(qū)域分布集中,,反映出向日葵耐鹽性更高,更能適應(yīng)鹽堿化程度高的土壤,;作物這一空間分布格局不僅受水土環(huán)境影響,,而且與作物生理特征密切相關(guān)。灌區(qū)節(jié)水改造以來,,在凈引水量減小的情況下,,農(nóng)田蒸散發(fā)量并未減小,而是表現(xiàn)為穩(wěn)中有升的趨勢,,這與高耗水作物玉米種植面積逐年增加有直接關(guān)系,;地下水位整體下降,由1.76m下降到2.33m,,土壤鹽堿化得到改善,,表明大型灌區(qū)節(jié)水續(xù)建配套項(xiàng)目實(shí)施以來,,節(jié)水改造對水循環(huán)和水土環(huán)境起到了積極的影響。

    Abstract:

    Crop planting structure was generally considered to be basic data for assessment of water productivity and agricultural irrigation water management. And the adjustment and spatial distribution of crop planting structure was closely related to the water consumption and the improvement of soil and water environment, especially in large irrigation district of north China. To deal with water resources crisis caused by climate change and intensified human activities in Hetao irrigation district in north China, many watersaving irrigation projects were taken to solve the problems since 1999. In recent years, net water diversion and ground water depth tended to decrease obviously, and the irrigation efficiency of irrigation districts tended to increase which showed good result of water conservation projects. The purpose of this study was to discover the changes of planting structure adjustment, the characteristics of spatial distribution, the effect on agricultural water consumption changes and the response to the distribution of groundwater. A data fusion approach (Enhance spatial and temporal adaptive reflectance fusion model, ESTAFM) was applied to generate synthetic Landsat7 ETM+ data with MODIS and construct the high spatial and temporal NDVI data sets. And major crop types were extracted successfully by spectral matching technique (SMT) in 2015. The positional accuracy of maize, sunflower, wheat and interplanting were 95%, 88%, 91% and 90% respectively and the historical change of total area of different crops was consistent with the statistics data. Using this method, the planting structure of Jiefangzha irrigation area, the second largest irrigation field in Hetao irrigation district, was effectively extracted over the years and its temporal and spatial variation and correlation with the distribution of groundwater depth were acquired. The result showed that the area of maize and wheat was increasing, the sunflower was decreasing firstly and later converted into an upward trend,and the interplanting area was declining year by year. The factor for the changes of crop planting structure mainly attributed to the market demand and national policies. For spatial distribution, sunflower concentrated in the region with severe salinization in shallow groundwater level, on the contrary, the maize, wheat and intercropping concentrated in the region with slight salinization in deeper groundwater level. The spatial distribution of crop planting was not only closely related to water and soil environment but also physiological characteristics of crops. Although net water diverted from Yellow River decreased year by year, the agricultural evapotranspiration showed an upward trend which caused by planting structure, especially the variation of maize. The groundwater depth declined from 1.76m to 2.33m and the water and soil environment was improved which was contributed to the good performance of watersaving projection.

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白亮亮,蔡甲冰,劉鈺,蔡學(xué)良,陳鶴,張寶忠.灌區(qū)種植結(jié)構(gòu)時(shí)空變化及其與地下水相關(guān)性分析[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2016,47(9):202-211. Bai Liangliang, Cai Jiabing, Liu Yu, Cai Xueliang, Chen He, Zhang Baozhong. Temporal and Spatial Variation of Crop Planting Structure and Its Correlation Analysis with Groundwater in Large Irrigation Area[J]. Transactions of the Chinese Society for Agricultural Machinery,2016,47(9):202-211.

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  • 收稿日期:2016-05-31
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  • 在線發(fā)布日期: 2016-09-10
  • 出版日期: 2016-09-10
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