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1.
This article describes a unique flood hazard, produced by the dramatic expansion of wetlands in Nelson County, located within the North American Prairie Pothole Region of North Dakota, USA. There has been an unprecedented increase in the number, average size, and permanence of prairie wetlands, and a significant increase in the size of a closed lake (Stump Lake) due to a decade-long wet spell that began in 1993 following a prolonged drying trend. Base-line land cover information from the 1992 USGS National Land Cover Characterization dataset, and a Landsat TM scene acquired 9 July 2001 are used to assess the growth of the closed lake and wetland pond surface areas, and to analyze the type and area of various land cover classes inundated between 1992 and 2001. The open water profile in Nelson County changed from one marked by relatively comparable coverage of closed lake and wetland pond areas in 1992, to one in which wetland open water accounted for the vast majority of total open water in 2001. The bulk of the wetland pond area expansion occurred by displacing existing wetland vegetation and agricultural cropland. Producers responded to the flood hazard by filing Federal Crop Insurance Corporation (FCIC) claims and enrolling cropland in the Conservation Reserve Program (CRP), a federal land retirement program. Land taken out of agricultural production has had an enormous impact upon the agricultural sector that forms the economic base of the rural economy. In 2001 the land taken out of production due to CRP enrollment and preventive planting claims represented nearly 42% of Nelson County’s 205.2 K ha base agricultural land. The patterns obtained from this detailed study of Nelson County are likely to be the representative of the more publicized flood disaster occurring within the Devils Lake Basin of North Dakota.  相似文献   

2.
Land use/land cover change is a global phenomenon which reflects natural resources degradation and/or utilization. Remote sensing and GIS have been widely used to monitor such changes at watershed level. The present study evaluates the LU/LC change during 1989 - 2001 in a semi-arid watershed of central India. Geocoded satellite data of 1989 and 2001 on 1:50,000 scale, were visually interpreted to prepare thematic maps which were later digitized using ArcGIS softwares. The analysis shows that vast tracts of cultivated land have become uncultivated and at some places even converted to wasteland. However, the land under dense forest and open forest has decreased due to expansion of built-up land and other anthropogenic activities. Increase in area of uncultivated land, wasteland and decrease in cultivated land and open scrub is also supported by rainfall analysis, which shows a declining trend and a fall of 186.93 mm in average annual rainfall for 1986-2003 period. The change detection map prepared using land use/land cover of 1989 and 2001 as inputs shows that out of the total geographical area of the watershed, 25.78% of the watershed area has seen a change from one land use category to another, however rest 74.22% has remained unchanged.  相似文献   

3.
应用集成的遥感识别技术进行土地利用变化分析   总被引：6，自引：0，他引：6  
以厦门市为研究区域,以1988-1998年为时间跨度,利用Landsat5TM遥感数据开展土地覆盖变化识别中多种遥感数据处理方法的集成应用研究。以后分类比较法的结果为基础,运用改进的差值法定义的"变化"目标进行修正,将两种方法有机集成综合地确定土地覆盖变化。根据变化前与变化后覆盖不同但土地利用方式相同或类似的原则进行合并处理,最后得到厦门市10年间土地利用结构变化各种成因类型及其数量。结果表明,10年间厦门市因城市化引起的土地覆盖变化为590．83km2,变化强度为31.14％,引起厦门市土地利用结构发生变化主要有 8种成因机制类型,面积达351.99km2,变化强度为18.55％。  相似文献   

4.
利用多期Landsat-5 TM影像,结合植被分带信息、地物波谱特征和实地调查数据,提取上海地区滩涂湿地分布及其覆盖信息;在ArcGIS软件支持下,综合多期遥感影像解译结果和相应时段的水下地形信息,对上海市滩涂湿地空间分布及其变化进行分析。结果表明,近15年来上海市滩涂围垦量在不断增加;尽管滩涂湿地仍在继续淤涨,但淤涨速度明显减缓,且慢于围垦速度,这导致中高潮滩涂面积不断减少。  相似文献   

5.
青海湖作为高海拔的内陆湖泊,其表面水体面积多年变化对寒旱区的气候变化和水循环至关重要。为了研究30年来青海湖湖泊面积变化规律,提取了1986—2017年(除去2012年)覆盖青海湖的459景Landsat5/8影像,采用6种常用的水体提取方法分别提取了青海湖表面水体面积,并分析了不同方法的差异,最终分别对Landsat 5 TM和Landsat 8 OLI遥感影像采用改进的归一化差异水体指数(MNDWI)和水体指数2015(WI2015)方法获得1986—2017年青海湖表面水体面积的年变化,并分析其变化趋势。结果表明:1989—2003年青海湖面积减小了175.34km^2,年平均减小率为12.52km^2/a,2003—2017年青海湖面积增加了183.43km^2,年平均增加率为13.10km^2/a,整体上,1986—2017年青海湖面积增加了104.46km^2,年平均增加率为3.37km^2/a。  相似文献   

6.
Lake Chad in Africa experienced severe droughts in the 1970s and 1980s and overexploitations of water resulting in a decline of water level in the Lake and surrounding rivers. Such droughts and overexploitation of water caused a significant change of land use and water management practices over the last 50 years. Understanding the change of land use and land cover is, therefore, crucial to understand disturbance of the water cycle around the Lake. The present study analyzed satellite images of Lake Chad from Landsat-MSS, Landsat-TM, and NigeriaSat-1 to investigate the change of land cover during three time periods: the 1970s, 1991, and 2006. Unsupervised and supervised classifications were performed for the land cover analysis. The overall accuracies of the classification of Landsat-TM and NigeriaSat-1 are 93.33 and 95.24 %, respectively. It is evident that a 35 % decrease of waterbodies occurred from the 1970s to 1991, but a slight increase of 0.9 % occurred between 1991 and 2006. The Shrubland has overtaken most of the waterlog areas, as much as seven times of what it was in the 1970s. The interpretation of NigeriaSat-1 images indicates that NigeriaSat-1 has similar capabilities to Landsat-TM and Landsat-MSS for the detection of various land cover types because land cover and land use features are discernible on the processed images, especially depletion of waterbodies and vegetation. These are similarities justify the quality of the NigeriaSat-1 images for land cover and land use analysis.  相似文献   

7.
Wetlands play an important role in water conservation, environmental protection, and biodiversity conservation. Remote sensing is an economical and efficient technique for wetland monitoring which can limit disturbance in sensitive areas and support wetland conservation. In this paper, we used three phases of Thematic Mapper/Enhanced Thematic Mapper plus (TM/ETM+) remote sensing images from October 1989, October 1999, and October 2009 to study wetlands in Xingzi County. The images were segmented using the object-oriented remote sensing image interpretation software eCognition Developer 8.64, then segmented images were classified by slope, digital elevation model (DEM) data, Normalized Difference Vegetation Index (NDVI), Specific Leaf Area Vegetation Index (SLAVI), and Land and Water Masks (LWM) index to produce land type classification maps. Land use change information was obtained by analyzing the superposition of two classification maps of the wetland area from different years. The results showed that landscape patches in Xingzi County displayed fragmentation in their spatial distribution over time. Based on an index of changes in landscape patches, the fastest growing landscape type is grassland, while the fastest decreasing type is irrigated land. Dominant driving factors of changes in Xingzi County’s wetland landscape are population growth and policy changes.  相似文献   

8.
This study assesses the changes in surface area of Manzala Lake, the largest coastal lake in Egypt, with respect to changes in land use and land cover based on a multi-temporal classification process. A regression model is provided to predict the temporal changes in the different detected classes and to assess the sustainability of the lake waterbody. Remote sensing is an effective method for detecting the impact of anthropogenic activities on the surface area of a lagoon such as Manzala Lake. The techniques used in this study include unsupervised classification, Mahalanobis distance supervised classification, minimum distance supervised classification, maximum likelihood supervised classification, and normalized difference water index. Data extracted from satellite images are used to predict the future temporal change in each class, using a statistical regression model and considering calibration, validation, and prediction phases. It was found that the maximum likelihood classification technique has the highest overall accuracy of 93.33%. This technique is selected to observe the changes in the surface area of the lake for the period from 1984 to 2015. Study results show that the waterbody surface area of the lake declined by 46% and the area of floating vegetation, islands, and land agriculture increased by 153.52, 42.86, and 42.35% respectively during the study period. Linear regression model prediction indicates that the waterbody surface area of the lake will decrease by 25.24% during the period from 2015 to 2030, which reflects the negative impact of human activities on lake sustainability represented by a severe reduction of the waterbody area.  相似文献   

9.
Agricultural production activities, such as those for various fruits and cereals, play a significant role in the local economy and food security of the Urmia Lake region. In particular, this region has thousands of hectares of apple orchards, which have an important socioeconomic impact on the life of people. Climate and land cover changes over the past several decades threaten the apple orchards phenology (AOP). Recent studies have emphasized the effect of temperature on plant phenology; however, they have overlooked the influence of land cover changes, such as Lake Desiccation, on plant phenology. Meanwhile, how climate change and Lake Desiccation will affect the AOP is still not very well understood. Therefore, in this study, we used the Enhanced Vegetation Index (EVI) extracted from remote sensing images acquired by the MODIS sensor spanning from 2003 to 2014, in order to extract the AOP events. Furthermore, we used a random forest regression (RFR) for analyzing the relationship between temperature changes/Lake Desiccation and AOP. The results revealed that EVI is a very useful tool for estimating the AOP with a mean root-mean-square error of 6.25 days. Moreover, there is a linear trend toward the early start of season in this region. The end of season (EOS) and the growing season length have also increased in the areas closer to the lake until 2008. This seems that the delayed EOS in the area closest to Urmia Lake has been associated with the lake microclimate since 2008.  相似文献   

10.
Land use and land cover changes are local and place specific, occurring incrementally in ways that often escape our attention. This study sought to detect changes in land cover in the Tema Metropolis of Ghana from 1990 to 2010. Multispectral Landsat Thematic Mapper data sets of 1990, 2000 and 2007 were acquired, pre-processed and enhanced. Unsupervised classification of the images was performed and six land cover classes (water, wetlands, closed vegetation, open vegetation, cropped lands, and built-up) were derived. The post-classification change detection technique was performed to derive the changes in land cover and their corresponding change matrices. Between 1990 and 2010, built-up areas expanded steadily to become the most prevalent land cover type in the metropolis, reducing vegetation cover dramatically. High population growth with its attendant rise in the demand for housing, and increasing commercial activities, were found to have influenced land cover changes over the period.  相似文献   

11.
Wular Lake is the largest freshwater lake of India located in north western Himalayas of Kashmir Valley which has got deteriorated over the period of time due to the enough human interference within its catchment areas. The purpose of the present research study is to identify the changes in land use and land cover in the Wular catchment as well as its transformation into other classes and its impact on the overall water quality of the lake. For the present study Landsat (TM) image of 1992 and Landsat-8 (OLI) of 2015 have been used for assessing the changes in land use/land cover. Supervised classification technique was used to generate LULC maps of different categories pertaining to study area for years 1992 and 2015. Regarding water quality, water samples were collected from five different spots of the lake in four different seasons of the year—from December 2014 to September 2015. The sites from which samples were collected are Vintage Park, Ashtungo, Watlab, Makhdomyari and Ningal as site 1, 2, 3, 4, and 5 respectively. Some parameters of water like temperature, transparency, depth, conductivity and pH were examined on the spot during the sample collection by their respective measuring instruments. The rest of the parameters were examined in hydrological laboratory within 24 h after collection following the standard methods of APHA (Standard methods for the examination of water and wastewater, 21st edn. American Public Health Association, Washington, DC, 2005). The relationship between the LULC classes and water quality parameters has been calculated with the help of SHDI which has shown both positive and as well as negative results.  相似文献   

12.
为了解20世纪70年代以来洞庭湖区湖泊洲滩地表覆盖变化,基于1978年以来的多源中分辨率遥感影像,对洲滩地表覆盖情况进行了监测,利用决策树分类方法解译,结合地理国情普查数据验证了解译精度.结果表明:近40年来,杨树和芦苇地是1978年以来变化最大的地表覆盖,二者呈此消彼长的增减状态,2007—2015年分布面积基本相当,2015年至今杨树面积大幅度减少,芦苇面积维持稳中有增的趋势.2002年以前,洞庭湖洲滩总体呈扩张趋势,2002年之后,洲滩面积趋于稳定.目前,芦苇和湖草占洞庭湖洲滩总面积的2/3.洞庭湖自然保护区内欧美黑杨主要分布于南洞庭湖自然保护区,芦苇主要分布于东洞庭湖和南洞庭湖自然保护区.洞庭湖区湖泊洲滩的人工利用程度在2015年后大幅减小,但仍有48.57%,亟待进一步控制.   相似文献   

13.
基于TM影像的抚州地区土地利用/覆盖动态监测及分析   总被引：6，自引：0，他引：6  
以1988年和2000年遥感影像为数据源，在ERDAS IMAGINE遥感图像处理软件的支持下，获取了抚州地区两期土地利用／覆盖结果分类图。在此过程中确定了抚州地区土地利用／覆盖分类体系和遥感影像解译标志。通过计算机自动分类和分类后人工解译纠错相结合的图像分类提取方案，提高了图像分类提取的效率和精度。动态监测结果表明，从1988～2000年，面积减少的地类为耕地和林地，面积增加的地类为园地、居民点及工矿用地、水域和未利用土地，并对其变化结果进行了分析。  相似文献   

14.
Land use/cover change has occurred at all times in all parts of the world. Most affected and involved in these processes are the environmental spheres of water, soil, and vegetative cover, which are closely linked to geomorphology, climate, fauna, and especially human societies. These linkages between spheres are highly complex and, as of yet, incompletely understood. The most profound questions with respect to land use/cover and global change are: “What forces drive land use/land cover change?”, “What impacts — direct and indirect, now and in the future — do these changes have on the environment and on human society?” and “Can and should we, and if so, how, respond to these changes?” This partial teaching module, developed under the auspices of the Second Commission on College Geography of the Association of American Geographers, introduces students to the complexities inherent in these questions, but mainly focusses on the first of these. It illustrates the central role of the study of land land use/cover change within the large field of global environmental and climatic change, and is thus a good unit to introduce this area of interest.  相似文献   

15.
Conservation efforts often neglect the importance of monitoring of protected areas, which is key to adaptively managing dynamic landscapes. In many developing countries, like Trinidad, protected areas are set aside as a result of an agreement with an international conservation organization, often resulting in inadequate planning and monitoring of the protected area. Monitoring of protected areas allows for an examination of the conservation scheme implemented and enables improved conservation decisions to be made. The research presented provides an example of the use of technology in monitoring conservation strategies in two protected wetlands, Caroni and Nariva, in Trinidad. Remote sensing and fragmentation analyses are used to quantify land cover change within these two protected wetlands. Results show that the classification of Caroni immediately identifies a shift towards anthropogenic land cover types, suggesting an increase in human activity within the park. This finding is further supported by the continuous measures used, such as decreases in mean NDVI and greenness values suggesting a decrease in the amount or health of the vegetation. While the classification of Nariva suggests a return to natural land covers, the continuous measures of land cover change indicate the opposite. Land cover change analyses are limited in Trinidad and in the Caribbean in general, partly due to satellite data availability, thus this research presents remote sensing and landscape fragmentation analyses as new tools for monitoring land cover change and conservation effectiveness in Trinidad.  相似文献   

16.
遥感技术已被广泛应用于生态环境调查与研究。为获取西昌市近30 a生态环境演化趋势,利用1989年、2000年、2010年的专题绘图仪(Thematic Mapper,TM)遥感影像和2018年的陆地成像仪(Operational Land Imager,OLI)遥感影像,通过图像处理、目视解译和野外验证等方法,获得了西昌市1989—2018年的土地利用/覆盖数据,并对林地、草地和湿地的动态变化特征进行了研究。结果表明: 1989—2018年,西昌市林地、湿地和草地面积持续增加,生态环境持续向好; 林地主要分布于安宁河谷和邛海盆地四周山地,在牦牛山、螺髻山一带形成主要林区; 草地主要呈星岛状分布于牦牛山、螺髻山一带林地之间; 湿地以河流湿地与湖泊湿地为主,主要沿安宁河及邛海分布。但仍存在一些问题: 森林存在针叶化现象较普遍、树种单一等问题,需要重点加强林区火灾防范; 草地多数呈零星片状分布,不具有完整的系统结构和良好的功能,多数草地承载力和生产力较低,不宜大规模开发利用,应通过封山育林促使其向森林转化; 湿地分布也比较局限,需要着力予以保护。研究成果可为西昌市生态保护修复措施的制定及经济社会可持续发展提供科学依据。  相似文献   

17.
近30年巢湖流域土地利用变化及其驱动力研究   总被引：1，自引：0，他引：1  
土地利用与覆被变化（LUCC）是全球变化的重要内容和主要表现之一,LUCC研究已成为全球变化研究的前沿和热点问题。基于多时相的TM影像数据,从流域尺度研究了巢湖流域的土地利用变化,分析探讨了土地利用变化的社会经济驱动力。研究结果表明,1979～2008年间巢湖流域的土地利用发生了比较明显的变化,主要表现在耕地锐减和建设用地激增;经济发展、城镇化、工业化、人口增加是造成巢湖流域土地利用变化的主要驱动力。  相似文献   

18.
获取河冰时空分布信息对黄河流域防凌减灾工作及沿岸地区可持续发展具有重要意义。收集黄河内蒙古段1989—2019年冬季河冰遥感影像数据;提出了归一化未封冻水体指数（NDUWI）用以剥离被归一化雪指数（NDSI）误分为河冰的水体像元,确定了该指数划分河冰、水体像元的阈值,并利用NDUWI结合NDSI的方法提取河冰信息进而分析河冰时空分布及变化特征,探讨了海勃湾水库调度及河床演变对河冰分布的影响。结果表明：黄河内蒙古段河冰主要分布在研究区中游（巴彦高勒—三湖河口）。1989年以来,研究区内河冰经历“平稳期”（1989—1997年）、“扩张期”（1998—2000年）、“萎缩期”（2001—2019年）3个阶段,其中2000年出现河冰面积峰值,并于2019年减小至最小。各子段中,海勃湾至巴彦高勒（R1段）2015年前河冰分布稳定,2015年起受海勃湾水库建成影响,河冰面积大幅萎缩;巴彦高勒至头道拐（R2~R4段）河冰面积变化特征大体与全段变化相同。空间上,2015年后R1段以纵向萎缩为主,巴彦高勒至三湖河口（R2段）左岸河冰萎缩,右岸河冰堆积仍有偎堤风险;三湖河口至包头（R3）段全段河冰漫滩现象严重,2016年起得以缓解;包头至头道拐（R4）段以局部漫滩为主,2016年开始以主槽封冻为主。上游海勃湾水库建成后的常规运用可有效减小下游黄河内蒙古段的河冰漫滩现象。研究成果可为黄河内蒙古段水库防凌调度及堤防安全隐患排查提供参考。  相似文献   

19.
何红  牛叔文  齐敬辉 《冰川冻土》2015,37(4):963-972
基于ArcGIS软件, 对哈尔腾河流域1990年、 2000年、 2010年3期Landsat5-TM遥感影像分6种土地覆盖类型进行解译. 结果表明: 近20 a来, 研究区无植被区面积呈净减少趋势, 减少 2 192.37 km2; 上游高海拔地区草地面积增加明显, 新增1 938.15 km2, 新增面积约占流域总面积的10%, 哈尔腾河流域呈显著绿化趋势; 冰雪面积增加210.39 km2, 主要是沿原有冰雪的前缘延伸. 各种覆盖类型之间的转换主要表现为无植被区向其他5种类型的转变, 反向转换则比较少; 三种草地之间的转换主要表现为由低向中、 高覆盖类型的转换. 气温的升高与降雨量的增加是该流域土地覆盖变化的主要影响因素. 气候变化明显改善了流域上游的植被覆盖, 但“引哈济党”工程调水1.0×108 m3后将对流域下游大苏干湖的生态系统产生一定影响. 应未雨绸缪, 加强监测和评估.  相似文献   

20.
支持向量机在遥感数据分类中的应用新进展   总被引：6，自引：0，他引：6  
支持向量机是一种基于统计学习理论的新型机器学习算法,它通过解算最优化问题,在高维特征空间中寻找最优分类超平面,从而解决复杂数据的分类及回归问题.随着应用面的不断扩大,支持向量机在遥感领域也得到了广泛关注.该算法已经成功的应用于遥感数据的土地覆盖、土地利用分类,多时相遥感数据的变化检测,多源遥感数据信息融合等,并且在高光谱遥感数据处理中得到了广泛应用.综述了支持向量机算法在遥感数据分类中的应用.首先对支持向量机的理论进行简要介绍,进而综述了该算法在不同遥感问题中的应用进展,最后阐述了新型支持向量机算法的发展以及在遥感中的应用.  相似文献   

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