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黑土层厚度与农田土壤肥力和质量密切相关,准确刻画东北松嫩典型黑土区耕地黑土层厚度的空间分布对黑土地保护和农业可持续发展具有重要意义。然而,常用的预测模型在平原漫岗地区进行数字制图具有较大的难度,如何准确预测黑土层厚度的空间分布特征是亟待解决的问题。选取东北地区松嫩典型黑土区作为研究区,以研究区内106个剖面点和45个环境因子为基础数据,通过因子重要性排序和相关性剔除法筛选变量,利用多元线性回归(Multiple Linear Regression,MLR)、随机森林(Random Forest,RF)、梯度提升树(Gradient Boosting Decsion Tree,GBDT)、极端梯度提升(Extreme Gradient Boosting,XGBoost)、随机森林回归克里格(Random Forest-Regression Kriging,RF-RK)和堆叠泛化模型(Stacking)对黑土层厚度进行空间预测制图,评估不同模型预测精度并研究影响黑土层厚度空间分布的最优协变量,并基于较优模型绘制东北黑土区耕地黑土层厚度分级图。结果表明:(1) Stacking组合多种模型的... 相似文献
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近17年城镇用地扩展对粮食生产影响的定量评估研究--以江苏省常熟市为例 总被引:4,自引:2,他引:4
运用多源遥感数据,获得常熟市1984、1992、1999和2001年四个时期城镇建设用地状况矢量数据。利用土壤普查资料建立土壤空间和属性数据库。统计分析并借助水稻土生产力评价模型对17年来城镇建设用地扩展占用的水田生产力状况评价研究表明:1984~2001年的17年间,常熟市城镇建设用地扩展占用水田面积2438公顷,根据现有的生产管理水平估算,粮食年产量损失总量约2万t,城镇扩展损失水田以生产力水平中、高等级为主,损失水田平均产量达8160kg/hm^2。水稻土生产力指数模型(SPI)可以对常熟市水田土壤生产力进行合理地评价,可以用来估算在城镇建设用地扩展对水田土壤生产力和水稻产量造成的损失量。 相似文献
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21世纪初中国土地利用变化的空间格局与驱动力分析 总被引:99,自引:5,他引:94
在全球环境变化研究中.以土地利用与土地覆盖动态为核心的人类一环境耦合系统研究逐渐成为土地变化科学(LCS)研究的新动向.基于覆盖中国21世纪初5年间隔的遥感卫星数据获取的1 km网格土地利用变化空间信息.依据近5年土地利用变化区域分异的显著特征,以及自然地理、经济发展与国家宏观政策因素综合考虑.设计针对21世纪初5年新的中国土地利用动态区划图,揭示土地利用变化的空间格局与驱动因素.总体上.21世纪初5年中国处于土地利用快速变化期,黄淮海平原、东南沿海地区与四川盆地城乡建设用地显著扩张,占用大规模优质农田,导致南方水田面积明显减少:西北绿洲农业发展与东北地区开垦导致北方旱地面积略有增加:受西部开发"生态退耕"政策的影响中西部地区林地面积显著增加,国家退耕还林还草政策成效明显,对区域土地覆盖状况的改善产生积极的影响:这一时段国土开发与区域发展战略的实施,包括"西部大开发"、"东北振兴"等国家重大政策,加之快速的经济发展是该阶段土地利用变化格局形成的主要驱动因素. 相似文献
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利用田间人工模拟降雨试验,研究了前期土壤含水量对两种红壤坡面降雨入渗、产流和产沙特性的影响.结果表明:前期含水量越高,两种土壤都是产流越快,达到稳定径流和入渗的时间越短.低含水量区(干态和稍干),两种土壤的径流系数和入渗率都与降雨时间呈线性关系,并在60 min内达不到稳定.高含水量区(稍湿和湿态),两种土壤的径流系数、入渗率及产沙速率与降雨时间关系都符合Boltzmann(玻耳兹曼)方程;第四纪红粘土发育的红壤稍干态和红砂岩发育的红壤干态下的产沙速率在整个降雨过程中变化不明显,并都维持在较低水平;第四纪红粘土发育的红壤干态和红砂岩发育的红壤稍干态下的产沙速率随着模拟降雨的进行而大致以线性关系增大.土壤前期含水量越高,两种土壤坡地累tk积入渗量都越小,雨水转化为土壤水分的比率亦越小. 相似文献
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Land-use/land-cover changes(LUCCs) have links to both human and nature interactions. China's Land-Use/cover Datasets(CLUDs) were updated regularly at 5-year intervals from the late 1980s to 2010, with standard procedures based on Landsat TM\ETM+ images. A land-use dynamic regionalization method was proposed to analyze major land-use conversions. The spatiotemporal characteristics, differences, and causes of land-use changes at a national scale were then examined. The main findings are summarized as follows. Land-use changes(LUCs) across China indicated a significant variation in spatial and temporal characteristics in the last 20 years(1990–2010). The area of cropland change decreased in the south and increased in the north, but the total area remained almost unchanged. The reclaimed cropland was shifted from the northeast to the northwest. The built-up lands expanded rapidly, were mainly distributed in the east, and gradually spread out to central and western China. Woodland decreased first, and then increased, but desert area was the opposite. Grassland continued decreasing. Different spatial patterns of LUC in China were found between the late 20th century and the early 21st century. The original 13 LUC zones were replaced by 15 units with changes of boundaries in some zones. The main spatial characteristics of these changes included(1) an accelerated expansion of built-up land in theHuang-Huai-Hai region, the southeastern coastal areas, the midstream area of the Yangtze River, and the Sichuan Basin;(2) shifted land reclamation in the north from northeast China and eastern Inner Mongolia to the oasis agricultural areas in northwest China;(3) continuous transformation from rain-fed farmlands in northeast China to paddy fields; and(4) effectiveness of the "Grain for Green" project in the southern agricultural–pastoral ecotones of Inner Mongolia, the Loess Plateau, and southwestern mountainous areas. In the last two decades, although climate change in the north affected the change in cropland, policy regulation and economic driving forces were still the primary causes of LUC across China. During the first decade of the 21st century, the anthropogenic factors that drove variations in land-use patterns have shifted the emphasis from one-way land development to both development and conservation. The "dynamic regionalization method" was used to analyze changes in the spatial patterns of zoning boundaries, the internal characteristics of zones, and the growth and decrease of units. The results revealed "the pattern of the change process," namely the process of LUC and regional differences in characteristics at different stages. The growth and decrease of zones during this dynamic LUC zoning, variations in unit boundaries, and the characteristics of change intensities between the former and latter decades were examined. The patterns of alternative transformation between the "pattern" and "process" of land use and the causes for changes in different types and different regions of land use were explored. 相似文献