多源信息的集成与融合及其在遥感制图中的优化利用   总被引：13，自引：3，他引：13  

齐清文  裴新富 《地理科学进展》2001,20(1):36-43

多源信息的集成和融合是地球信息科学领域的一大热点问题。它的意义和必要性与地球信息本身的特征、采集信息的手段特征及信息处理平台或系统的特点三方面紧密相联系。本文从不同传感器信息的集成和融合、遥感信息与非遥感地学信息的集成和融合、不同格式的 GIS数据的集成和复合三个方面研究了多源信息集成和融合的方法、前沿技术和应用领域,进而以黄土高原土壤侵蚀遥感调查和制图任务为例,介绍了多源信息集成和融合技术在该项目中的优化应用实例,包括技术流程分析、信息源分析、多源信息在土壤侵蚀遥感调查和制图中的融合方法、从遥感图像解译信息到 GIS数据库的转换技术等。  相似文献   

一种气候预测综合决策的方法——递归正权综合决策法   总被引：2，自引：0，他引：2  

项静恬  陈国珍  刘海波  赵振国 《大气科学》1999,23(5):551-558

根据气候预测的特点，提供了以误差平方和为风险函数，以正权综合为模式的多途径气候预测决策方案。不仅从理论上论证了几种正权方法的优性，还提供了递归技巧，进一步提高了正权综合的预测精度。对1997年汛期降水预测所做的综合决策表明，该方法具有较好的综合决策能力。  相似文献   

冬半年冷空气过程中期预报业务系统   总被引：1，自引：0，他引：1  

任金声  王秀文  王洁颖 《气象》1996,22(1):33-37

介绍了一种以数值预报产品为基础，结合预报经验，运用天气学、统计学、能量学诊断、人工智能和延伸预报等多种技术手段，通过综合决策，制作冷空气过程的中期预报方法。  相似文献   

长江防洪决策支持系统——防洪决策风险分析   总被引：16，自引：0，他引：16       下载免费PDF全文

沈福新  黄振平 《水科学进展》1996,7(4):295-304

针对长江中游防洪决策过程,筛选出几个主要的风险因子.考虑暴雨洪水历史资料,短期洪水位预报以及中长期雨洪预报三种不同信息条件,建立防洪决策风险分析模型,针对长江三峡至螺山河段防洪系统,是否启用分蓄洪区的各种防洪决策方案,给出决策风险的定量描述.  相似文献   

长江防洪决策支持系统——防洪知识库系统   总被引：3，自引：0，他引：3       下载免费PDF全文

邹鹰  金管生 《水科学进展》1996,7(4):326-330

防洪决策是一项十分复杂的决策性思维活动,它不仅需要大量数据型信息的支持,而且还需要大量文档型信息的支持.在分析防洪决策全过程对各种文档信息需求的基础上,广泛收集各种有关文档资料,经过整理分类,确立了防洪知识库的信息组织体系,然后在Windows系统下,利用它的联机帮助系统,通过创建帮助文件的方式建立了长江防洪知识库系统.该系统具有用户界面友好直观,操作简便,可为防洪决策者提供方便快捷的文档信息支持.  相似文献   

专题制图中多因素数据的Fuxxy-Grey局势决策综合分类     

徐肇忠 《测绘学报》1992,(3)

专题制图中，所收集到的数据经常是单因素的，而在专题地图上却往往需要把多个单因素专题数据进行综合分类来表示。本文中，采用Fuzzy-Grey局势决策（下简称F-G决策）来研究多因素专题数据的综合分类问题，把“数据的模糊性”引入到灰色局势决策之中，根据不同情况，讨论各局势上效果测度中模糊隶属度确定的建模方法，在合适的隶属函数的基础上，在计算机上对实例分类进行程序运行，获得满意的结果。研究表明应用该方法在专题制图中对多因素数据进行综合分类是一种有效的手段。  相似文献   

Optimal operation model of a single reservoir with drought duration explicitly concerned     

H. Tatano  N. Okada  H. Kawai 《Stochastic Hydrology and Hydraulics》1992,6(2):123-134

In this paper, a new model for a single reservoir operation optimization is proposed. The proposed model can design the optimal operation policy of a reservoir with explicit consideration of drought duration. The authors model this problem by formulating a single-stage loss function as a function of both the reservoir release and drought duration. Thereby the expected loss per period which is calculated based on the above extended single-stage loss function is minimized in infinite time horizon on the basis of Markov decision process (MDP) theory. The reliability indices are estimated as expected loss per period for specified extended loss functions. Finally, the features of the proposed model are illustrated through numerical analysis.  相似文献   

Flood-type trend analysis for alpine catchments     

Anna E. Sikorska-Senoner  Jan Seibert 《水文科学杂志》2020,65(8):1281-1299

ABSTRACT

In many places, magnitudes and frequencies of floods are expected to increase due to climate change. To understand these changes better, trend analyses of historical data are helpful. However, traditional trend analyses do not address issues related to shifts in the relative contributions of rainfall versus snowmelt floods, or in the frequency of a particular flood type. We present a novel approach for quantifying such trends in time series of floods using a fuzzy decision tree for event classification and applied it to maximal annual and seasonal floods in 27 alpine catchments for the period 1980–2014. Trends in flood types were studied with Sen’s slope and double mass curves. Our results reveal a decreasing number of rain-on-snow and an increasing number of short rainfall events in all catchments, with flash floods increasing in smaller catchments. Overall, the results demonstrate the value of incorporating a fuzzy flood-type classification into flood trend analyses.  相似文献   

Spatiotemporal characteristics of white mold and impacts on yield in soybean fields in South Dakota     

Confiance Mfuka  Emmanuel Byamukama  Xiaoyang Zhang 《地球空间信息科学学报》2020,23(2):182-193

ABSTRACT

White mold of soybeans is one of the most important fungal diseases that affect soybean production in South Dakota. However, there is a lack of information on the spatial characteristics of the disease and relationship with soybean yield. This relationship can be explored with the Normalized Difference Vegetation Index (NDVI) derived from Landsat 8 and a fusion of Landsat 8 and the Moderate Resolution Imaging Spectroradiometer (MODIS) images. This study investigated the patterns of yield in two soybean fields infected with white mold between 2016 and 2017, and estimated yield loss caused by white mold. Results show evidence of clustering in the spatial distribution of yield (Moran’s I = 0.38; p < 0.05 in 2016 and Moran’s I = 0.45; p < 0.05 in 2017) that can be explained by the spatial distribution of white mold in the observed fields. Yield loss caused by white mold was estimated at 36% in 2016 and 56% in 2017 for the worse disease pixels, with the most accurate period for estimating this loss on 21 August and 8 September for 2016 field and 2017 field, respectively. This study shows the potential of free remotely sensed satellite data in estimating yield loss caused by white mold.  相似文献   

Big spatial data for urban and environmental sustainability     

Bo Huang  Jionghua Wang 《地球空间信息科学学报》2020,23(2):125-140

ABSTRACT

Eighty percent of big data are associated with spatial information, and thus are Big Spatial Data (BSD). BSD provides new and great opportunities to rework problems in urban and environmental sustainability with advanced BSD analytics. To fully leverage the advantages of BSD, it is integrated with conventional data (e.g. remote sensing images) and improved methods are developed. This paper introduces four case studies: (1) Detection of polycentric urban structures; (2) Evaluation of urban vibrancy; (3) Estimation of population exposure to PM2.5; and (4) Urban land-use classification via deep learning. The results provide evidence that integrated methods can harness the advantages of both traditional data and BSD. Meanwhile, they can also improve the effectiveness of big data itself. Finally, this study makes three key recommendations for the development of BSD with regards to data fusion, data and predicting analytics, and theoretical modeling.  相似文献