北京环线建设驱动的土地利用变化遥感检测与分析   总被引：6，自引：0，他引：6  

戴芹  马建文  陈雪 《遥感学报》2005,9(3):314-322

近年来,北京市的环线建设大大改进了北京的交通状况,促进了环线周边的商业发展和房地产开发的繁荣,同时也带来了环线周边地区的土地利用的变更。在“科技奥运”科技攻关项目和在研自然科学基金项目的支撑下,选择了1988,1994,2001和2003年5—6月份的TM数据,在影像经过几何校正和辐射归一化校正后对其应用高精度的自组织神经网络分类和利用高分辨率的航空照片验证;在分类数据和变更信息的基础上,采用了空间自相关分析模型、频率指数模型和潜力模型分别对北京各种用地类型的频率指数和建设用地的Moran系数和Geary系数,以及城市增长的潜力指她进行计算。一系列计算显示了环线驱动的北京市土地利用变化情况。结果表明:在环线建设的驱动下,北京市的建设用地围绕环线呈快速增长趋势;绿地面积在四环、五环的环线一带也呈增加趋势;城市增长潜力从四环到六环呈逐渐增大趋势。  相似文献   

基于MODIS数据的决策树分类方法研究与应用   总被引：23，自引：0，他引：23  

刘勇洪  牛铮  王长耀 《遥感学报》2005,9(4):405-412

介绍了目前国际上流行的两种决策树算法———CART算法与C4·5算法,并引入了两种机器学习领域里的分类新技术———boosting和bagging技术,为探究这些决策树分类算法与新技术在遥感影像分类方面的潜力,以中国华北地区MODIS250m分辨率影像进行了土地覆盖决策树分类试验与分析。研究结果表明决策树在满足充分训练样本的条件下,相对于传统方法如最大似然法(MLC)能明显提高分类精度,而在样本量不足下决策树分类表现差于MLC;并发现在单一决策树生成中,分类回归树CART算法表现较C4·5算法具有分类精度和树结构优势,分类精度的提高取决于树结构的合理构建与剪枝处理;另外在决策树CART中引入boosting技术,能明显提高那些较难识别类别的分类准确率18·5%到25·6%。  相似文献   

基于分类回归树分析的遥感影像土地利用／覆被分类研究   总被引：50，自引：1，他引：50  

赵萍  傅云飞  郑刘根  冯学智  B．Satyanarayana 《遥感学报》2005,9(6):708-716

以专家知识和经验为基础,综合影像光谱信息和其他辅助信息进行分类的基于知识的遥感影像解译方法,是提高遥感影像分类精度,实现自动解译的有效途径之一。然而,知识的获取一直是其得以广泛应用的“瓶颈”问题。以江苏省江宁试验区土地利用/覆被分类为例,利用分类回归树分析(CART)从训练样本数据集中发现分类规则,集成遥感影像的光谱特征、纹理特征和空间分布特征进行分类实验,并与传统的监督分类和逻辑通道分类方法进行比较。结果表明,基于CART的分类方法的精度基本在80%以上,与另两种方法相比,有了较大的提高,而且该算法复杂性低,效率高。由此说明,利用CART算法构建决策树获取的分类规则是合理的。它可以快速、有效地获取大量分类规则,是促进基于知识的遥感影像分类方法在土地利用/覆被分类中广泛应用的一项有效手段。  相似文献   

Soil erosion and sediment transport in Tanzania: Part I – sediment source tracing in three neighbouring river catchments     

Maarten Wynants  Linus Munishi  Kelvin Mtei  Samuel Bodé  Aloyce Patrick  Alex Taylor  David Gilvear  Patrick Ndakidemi  William H. Blake  Pascal Boeckx 《地球表面变化过程与地形》2021,46(15):3096-3111

Water bodies in Tanzania are experiencing increased siltation, which is threatening water quality, ecosystem health, and livelihood security in the region. This phenomenon is caused by increasing rates of upstream soil erosion and downstream sediment transport. However, a lack of knowledge on the contributions from different catchment zones, land-use types, and dominant erosion processes, to the transported sediment is undermining the mitigation of soil degradation at the source of the problem. In this context, complementary sediment source tracing techniques were applied in three Tanzanian river systems to further the understanding of the complex dynamics of soil erosion and sediment transport in the region. Analysis of the geochemical and biochemical fingerprints revealed a highly complex and variable soil system that could be grouped in distinct classes. These soil classes were unmixed against riverine sediment fingerprints using the Bayesian MixSIAR model, yielding proportionate source contributions for each catchment. This sediment source tracing indicated that hillslope erosion on the open rangelands and maize croplands in the mid-zone contributed over 75% of the transported sediment load in all three river systems during the sampling time-period. By integrating geochemical and biochemical fingerprints in sediment source tracing techniques, this study demonstrated links between land use, soil erosion and downstream sediment transport in Tanzania. This evidence can guide land managers in designing targeted interventions that safeguard both soil health and water quality.  相似文献   

Soil erosion and sediment transport in Tanzania: Part II – sedimentological evidence of phased land degradation     

Maarten Wynants  Aloyce Patrick  Linus Munishi  Kelvin Mtei  Samuel Bodé  Alex Taylor  Geoffrey Millward  Neil Roberts  David Gilvear  Patrick Ndakidemi  Pascal Boeckx  William H. Blake 《地球表面变化过程与地形》2021,46(15):3112-3126

Soil resources in parts of Tanzania are rapidly being depleted by increased rates of soil erosion and downstream sediment transport, threatening ecosystem health, water and livelihood security in the region. However, incomplete understanding to what effect the dynamics of soil erosion and sediment transport are responding to land-use changes and climatic variability are hindering the actions needed to future-proof Tanzanian land-use practices. Complementary environmental diagnostic tools were applied to reconstruct the rates and sources of sedimentation over time in three Tanzanian river systems that have experienced changing land use and climatic conditions. Detailed historical analysis of sediment deposits revealed drastic changes in sediment yield and source contributions. Quantitative sedimentation reconstruction using radionuclide dating showed a 20-fold increase in sediment yield over the past 120 years. The observed dramatic increase in sediment yield is most likely driven by increasing land-use pressures. Deforestation, cropland expansion and increasing grazing pressures resulted into accelerating rates of sheet erosion. A regime shift after years of progressive soil degradation and convergence of surface flows resulted into a highly incised landscape, where high amounts of eroded soil from throughout the catchment are rapidly transported downstream by strongly connected ephemeral drainage networks. By integrating complementary spatial and temporal evidence bases, this study demonstrated links between land-use change, increased soil erosion and downstream sedimentation. Such evidence can guide stakeholders and policy makers in the design of targeted management interventions to safeguard future soil health and water quality.  相似文献   

Is the soil moisture precipitation feedback enhanced by heterogeneity and dry soils? A comparative study     

Maximilian Graf  Joël Arnault  Benjamin Fersch  Harald Kunstmann 《水文研究》2021,35(9):e14332

The interaction between the land surface and the atmosphere is a crucial driver of atmospheric processes. Soil moisture and precipitation are key components in this feedback. Both variables are intertwined in a cycle, that is, the soil moisture – precipitation feedback for which involved processes and interactions are still discussed. In this study the soil moisture – precipitation feedback is compared for the sempiternal humid Ammer catchment in Southern Germany and for the semiarid to subhumid Sissili catchment in West Africa during the warm season, using precipitation datasets from the Climate Hazards Group InfraRed Precipitation with Station data (CHIRPS), from the German Weather Service (REGNIE) and simulation datasets from the Weather Research and Forecasting (WRF) model and the hydrologically enhanced WRF-Hydro model. WRF and WRF-Hydro differ by their representation of terrestrial water flow. With this setup we want to investigate the strength, sign and variables involved in the soil moisture – precipitation feedback for these two regions. The normalized model spread between the two simulation results shows linkages between precipitation variability and diagnostic variables surface fluxes, moisture flux convergence above the surface and convective available potential energy in both study regions. The soil moisture – precipitation feedback is evaluated with a classification of soil moisture spatial heterogeneity based on the strength of the soil moisture gradients. This allows us to assess the impact of soil moisture anomalies on surface fluxes, moisture flux convergence, convective available potential energy and precipitation. In both regions the amount of precipitation generally increases with soil moisture spatial heterogeneity. For the Ammer region the soil moisture – precipitation feedback has a weak negative sign with more rain near drier patches while it has a positive signal for the Sissili region with more rain over wetter patches. At least for the observed moderate soil moisture values and the spatial scale of the Ammer region, the spatial variability of soil moisture is more important for surface-atmosphere interactions than the actual soil moisture content. Overall, we found that soil moisture heterogeneity can greatly affect the soil moisture – precipitation feedback.  相似文献   

江苏省耕地转化为建设用地的经济学分析   总被引：6，自引：1，他引：5  

吴先华  齐相贞 《地理与地理信息科学》2004,20(6):51-56

江苏省建设占用耕地现象越来越严重,耕地保护面临着巨大的困难。该文利用经济学的均衡分析方法、制度分析方法及非线性动力学方法,初步探讨了耕地转化为建设用地的内在机制。边际产出的差距是耕地转化为建设用地的直接动力,目前存在的一些制度和政策降低了耕地转化为建设用地的交易成本,外资的涌入、经济的快速发展消除了资本的限制。根据其转化的内在机制提出如下建议：1)把耕地减少上升到社会问题的高度来认识;2)改变当前的征地方式;3)把耕地保护纳入政绩考核的范围;4)提高农业的产出。  相似文献   

区域土地利用变化信息图谱模型研究   总被引：8，自引：0，他引：8  

任春颖  刘湘南 《地理与地理信息科学》2004,20(6):13-17

信息图谱为区域土地利用变化提供了一种谱系化、定量化与定位化相结合的研究方法,借助信息图谱模型探讨区域土地利用变化及其时空过程的多维性与复杂性,为土地利用变化的驱动力诊断、机理模型与预测模型的构建提供科学依据。选取吉林省长岭县为研究区,在遥感与GIS技术支持下,以土地利用时空演变模式、空间扩展过程、景观特征等为框架,建立土地利用变化信息图谱模型,对图谱方法在土地利用变化研究中的应用进行实证分析。  相似文献   

区域土地资源配置与社会经济发展   总被引：8，自引：3，他引：5  

张颖 《地域研究与开发》2004,23(6):93-97

文章在阐述土地资源配置与区域社会经济发展的辩证关系的基础上,分别从土地资源供给约束、资源禀赋和利用结构方面探讨了土地资源配置对区域社会经济发展的影响与制约,并对实现十六大提出的全面建设小康社会目标,从土地资源配置角度提出对策与建议。  相似文献   

山东耕地动态变化与粮食总产量相关分析   总被引：3，自引：0，他引：3  

刘金花  郑新奇 《地域研究与开发》2004,23(6):102-105

文章收集1949—2000年山东省耕地、人口、粮食等资料,定量定性分析耕地的数量、质量变化与粮食产量的相关性。用SPSS中的一元线性回归法预测人口变化趋势,对粮食总产量与其影响因素进行相关分析,发现粮食单产对粮食总产量影响最大,同时耕地质量的逐年下降是粮食增产是重要的制约因素。提出外延式和内涵式开发耕地资源是增产粮食的有效途径,为解决粮食安全问题实现耕地的可持续发展提供科学决策依据。  相似文献