Analyzing multi-year rice-fallow dynamics in Odisha using multi-temporal Landsat-8 OLI and Sentinel-1 Data     

Parvesh Kumar Chandna  Saptarshi Mondal 《地理信息系统科学与遥感》2020,57(4):431-449

ABSTRACT

Sustainable intensification of existing cropland is one of the most viable options for meeting the escalating food demands of the ever-increasing population in the world. Accurate geospatial data about the potential single-crop (rice-fallows) areas is vital for policymakers to target the agro-technologies for enhancing crop productivity and intensification. Therefore, the study aimed to evaluate and understand the dynamics of rice-fallows in the Odisha state of India, using SAR (Sentinel-1) and Optical (Landsat OLI) datasets. This study utilized a decision-tree approach and Principal component analysis (PCA) for the segmentation and separation of different vegetation classes. The estimated overall accuracy of extracted rice-fallow maps was in the range of 84 to 85 percent. The study identified about 2.2, 2.0 and 2.1mha of Rice-Fallows in the years 2015–16, 2016–17, and 2017–18, respectively. The combined analysis (all three years) of rice-fallow maps identified about 1.34mha of permanent rice-fallows, whereas the remaining 0.6–0.8mha area was under the current-fallow category. About 50% of the total permanent rice-fallows were detected in the rainfed areas of Mayurbhanj, Bhadrak, Bolangir, Sundargarh, Keonjhar, Baleswar, Nawarangpur and Bargarh districts. The study also illustrated the time-series profiles of SMAP (soil moisture) datasets for the ten agroclimatic zones of the Odisha, which can be utilized (along with rice-fallow maps) for the selection of crop and cultivars (e.g. short or medium duration pulses or oilseeds) to target the rice fallows. The approach utilized in the current study can be scaled up in similar areas of South and South-east Asia and Africa to identify single-crop areas for targeting improved technologies for enhanced crop productivity and intensification.  相似文献   

辽宁省农业干旱监测预报业务系统的设计与实现     

李辑  刘东明  李荣平  李雨鸿  张微玮  李晶 《气象科技》2020,48(5):640-647

为了提高农业干旱的监测预测服务能力,减少农业干旱对社会生产生活的影响,通过对干旱信息的采集、存储、加工处理和干旱产品的制作发布等环节进行梳理与完善,构建辽宁省农业干旱监测预报业务系统,实现了对农业干旱的一体化、精细化和定量化监测和预测,实现了干旱产品的标准化、自动化制作和发布。该系统依托农业干旱监测技术、遥感干旱监测技术、农业干旱预报技术等手段,实现了观测数据的收集存储、干旱信息的展示分析和干旱产品的制作发布等功能,并形成了省、市、县一体化干旱服务体系。最终实现对干旱的全方位监测、立体化服务模式,从而提高应对干旱灾害的防灾减灾能力。该系统的业务化应用提高了农业干旱监测预测的定量化、自动化和智能化水平,提升了地面和卫星遥感干旱监测预测的业务能力。该系统构建的省市县一体化服务模式,形成了省级农业气象业务中心统一制作干旱产品,省、市、县3级同时开展精细化干旱指导服务的体系。  相似文献   

地震速报参数不确定性的应急灾害损失快速评估模型   总被引：7，自引：0，他引：7  

王晓青  邵辉成  丁香 《地震工程与工程振动》2003,23(6):198-201

本文针对目前地震应急灾害损失快速评估中存在的问题,建立了考虑地震速报参数不确定性的灾害损失快速评估模型。并利用1990年来全国的81组速报震中与宏观震中数据。得到速报震中与宏观震中偏差的概率分布经验参数。  相似文献   

An evaluation of the role played by remote sensing technology following the World Trade Center attack     

Charles?K.?HuyckEmail author  Beverley?J.?Adams  David?I.?Kehrlein 《地震工程与工程振动(英文版)》2003,2(1):159-168

Remote sensing technology has been widely recognized for contributing to emergency response efforts after the World Trade Center attack on September 11th, 2001. The need to coordinate activities in the midst of a dense, yet relatively small area, made the combination of imagery and mapped data strategically useful. This paper reviews the role played by aerial photography, satellite imagery, and LIDAR data at Ground Zero. It examines how emergency managers utilized these datasets, and identifies significant problems that were encountered. It goes on to explore additional ways in which imagery could have been used, while presenting recommendations for more effective use in future disasters and Homeland Security applications. To plan adequately for future events, it was important to capture knowledge from individuals who responded to the World Trade Center attack. In recognition, interviews with key emergency management and geographic information system (GIS) personnel provide the basis of this paper. Successful techniques should not be forgotten, or serious problems dismissed. Although widely used after September 11th, it is important to recognize that with better planning, remote sensing and GIS could have played an even greater role. Together with a data acquisition timeline, an expanded discussion of these issues is available in the MCEER/NSF report “Emergency Response in the Wake of the World Trade Center Attack; The Remote Sensing Perspective” (Huyck and Adams, 2002)  相似文献   

Calculation of Uncertainty in the Variogram   总被引：6，自引：0，他引：6  

Julián Ortiz  Clayton V. Deutsch 《Mathematical Geology》2002,34(2):169-183

There are often limited data available in early stages of geostatistical modeling. This leads to considerable uncertainty in statistical parameters including the variogram. This article presents an approach to calculate the uncertainty in the variogram. A methodology to transfer this uncertainty through geostatistical simulation and decision making is also presented.The experimental variogram value for a separation lag vector h is a mean of squared differences. The variance of a mean can be calculated with a model of the correlation between the pairs of data used in the calculation. The data here are squared differences; therefore, we need a measure of a 4-point correlation. A theoretical multi-Gaussian approach is presented for this uncertainty assessment together with a number of examples. The theoretical results are validated by numerical simulation. The simulation approach permits generalization to non-Gaussian situations.Multiple plausible variograms may be fit knowing the uncertainty at each variogram point, . Multiple geostatistical realizations may then be constructed and subjected to process assessment to measure the impact of this uncertainty.  相似文献   

GIS技术应用于城市防震减灾工作   总被引：11，自引：2，他引：9       下载免费PDF全文

宋俊高  朱元清 《地震工程学报》2002,24(1):85-91

介绍了基于GIS技术的“上海市防震减灾应急决策信息系统”,该系统由7个功能模块组合,主要有：地震地质基本信息,地震灾害快速评估子系统,地震应急决策信息子系统,信息查询,系统维护管理等。介绍了彩红外航片遥感等软件应用技术,并提出此系统需改进之处。  相似文献   

新型的决策气象服务系统   总被引：6，自引：4，他引：2  

于波  韩桂荣 《气象科学》2000,20(2):206-215

江苏省气象台近年来针对各级党政领导指挥生产建设和防灾减灾进行决策时对气象工作的更高要求,变革传统的文稿传统的文稿函发、电话口传、传真传送的落后服务手段,研制了新型的“气象信息服务系统”,以全方位和多层次的综合化服务方式和内容,由网络通读和计算机显示再加上多媒体技术等手段,主支、及时、准确、科学、高效地提高了决策气象服务的水平,较好的发挥了气象工作为各级党政领导的参谋和助手作用。  相似文献   

利用尾矿废石制造微晶玻璃花岗岩的投资可行性分析   总被引：5，自引：0，他引：5  

李克庆  刘保顺 《地质与勘探》2000,36(1):34-36,39

在论述尾矿废石利用现状的基础上,对利用尾矿废石制造微晶玻璃花岗岩的投资可行性进行了分析,提供了一套可用于此类决策的分析方法。  相似文献   

应用逼近理想解法综合评价区域水资源承载能力   总被引：3，自引：0，他引：3  

崔振才  曹广占  刘秋生  靳兆荣  高振芬 《水文》2006,26(5):7-10

在多目标决策中,基于传统的逼近于理想解的技术,根据区域水资源承载能力的强与弱和待评价的对象(评价方案)的不理想(负理想)与理想(劣与优)这些典型的模糊概念,提出了基于模糊集合的逼近理想解法(TOPSISFS),并应用于区域水资源承载能力的综合评价中。TOPSISFS与投影寻踪模型法(PP法)、理想区间法(MODMIIM)相比,简单、有效。TOPSISFS可广泛应用于多目标决策中。  相似文献   

基于决策树的多光谱影像分类研究   总被引：4，自引：0，他引：4  

林丽群  舒宁 《测绘信息与工程》2006,31(5):1-3

采用了辅以纹理特征的决策树方法进行分类,探讨了决策树在遥感数据分类方面的优势,提高了遥感影像的分类精度。  相似文献