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91.
为探讨自然环境要素对典型干旱事件的响应与路径,以2019年厄尔尼诺极端干旱事件为背景,在气象站观测数据基础上识别出1个干旱年份(2019年)和1个正常年份(2013年),使用landsat8影像反演了哈尼梯田区2个年份的地表温度(TEM)、土壤水分(TVDI)、植被覆盖(NDVI)、地表水体(NDWI)等自然环境要素数据,进一步探讨了哈尼梯自然环境要素对极端干旱事件的响应状态、相互作用、影响路径等问题。结果表明:哈尼梯田区在极端干旱事件下气温增加了约2℃,植被指数下降了约0.04,土壤水分指数增加了约0.07,水体面积下降了40.2%;地表温度与植被覆盖、地表水体为显著负相关(p0.05),与土壤水分为显著正相关(p0.05);植被覆盖与土壤水分为显著负相关(p0.05),与地表水体为显著正相关(p0.05);土壤水分与地表水体为显著负相关(p0.05);地表温度、土壤水分、植被覆盖、地表水体均发生了显著变化(p0.05),且形成了正反馈路径,加剧了区域的干旱。研究结果可高效合理地预防和减缓干旱对社会和自然环境的影响具有重要科学和现实意义。  相似文献   
92.
干旱区典型绿洲土壤有机质的反演及影响因素研究   总被引:5,自引:0,他引:5  
为了大面积、高精度地反演土壤有机质含量,为农业可持续发展提供数据支撑。以新疆渭干河-库车河三角洲绿洲为研究区,采用波段平均法将实测高光谱窄波段拟合为Landsat 8 OLI遥感影像的宽波段,建立土壤有机质含量的估算模型,并将最优估算模型应用到经过波段校正的Landsat 8OLI遥感影像中。结果表明:(1)反射率进行倒数、对数、平方、一阶微分等数学变换后与有机质含量的相关性显著提高;(2)土壤有机质的高光谱估算模型拟合度较高,最优估算模型的决定系数R2为0.852,采用比值法对多光谱波段反射率进行校正,校正后的遥感影像反演结果得到了较大提高,检验样本的决定系数R2从0.711提升至0.849。从反演结果来看,将高光谱估算模型应用到经过订正的多光谱影像,土壤有机质反演模型的精度得到了大幅度提高,运用此方法可以实现高精度的土壤有机质区域化反演。(3)有机质的分布受土地利用类型、土壤颗粒组成、土壤质地的影响,其中土壤质地对有机质的空间分布影响最为显著。  相似文献   
93.
94.
艾丽娅  王少军  张志 《水土保持通报》2019,39(5):249-256,277
[目的]分析内蒙古自治区锡林郭勒盟锡林浩特市和阿巴嘎旗植被覆盖变化状况、影响因素及发展趋势,为区域生态环境保护和治理提供科学参考。[方法]基于5期Landsat影像反演1977—2017年间植被覆盖时空变化,结合气候及社会经济数据探讨其演化影响因素,通过CA-Markov模型预测2025年植被覆盖状况。[结果]①在时间上,植被覆盖显示以2000年为拐点先下降后缓慢上升状态;1977—2000年间,中、高植被覆盖面积合计变化-27 862.42 km~2,2000—2017年间合计变化16 649.44 km~2。②在空间上,中部植被覆盖变化大,北部、东部变化较小。局地上,自然保护区内植被覆盖保持良好状态;采矿等活动导致周边植被覆盖的下降;城镇用地等生活空间的扩张对周围植被覆盖变化影响较小。③气候变化是植被覆盖变化的基本驱动力,人为因素起主要影响作用,生态建设工程、畜牧量控制等起正向影响;畜牧量过载、采矿等起负向影响。④2025年预测结果显示植被覆盖上升,持续恢复,但恢复程度不理想。[结论]应坚持绿水青山就是金山银山的发展理念,加大生态环境建设力度,"努力把内蒙古建成中国北方重要的生态安全屏障。"  相似文献   
95.
Early-season crop type mapping could provide important information for crop growth monitoring and yield prediction, but the lack of ground-surveyed training samples is the main challenge for crop type identification. Although reference time series based method(RBM) has been proposed to identify crop types without the use of ground-surveyed training samples, the methods are not suitable for study regions with small field size because the reference time series are mainly generated using data set with low spatial resolution. As the combination of Landsat data and Sentinel-2 data could increase the temporal resolution of 30-m image time series, we improved the RBM by generating reference normalized difference vegetation index(NDVI)/enhanced vegetation index(EVI) time series at 30-m resolution(30-m RBM) using both Landsat and Sentinel-2 data, then tried to estimate the potential of the reference NDVI/EVI time series for crop identification at early season. As a test case, we tried to use the 30-m RBM to identify major crop types in Hengshui, China at early season of 2018, the results showed that when the time series of the entire growing season were used for classification, overall classification accuracies of the 30-m RBM were higher than 95%, which were similar to the accuracies acquired using the ground-surveyed training samples. In addition, cotton, spring maize and summer maize distribution could be accurately generated 8, 6 and 8 weeks before their harvest using the 30-m RBM; but winter wheat can only be accurately identified around the harvest time phase. Finally, NDVI outperformed EVI for crop type classification as NDVI had better separability for distinguishing crops at the green-up time phases. Comparing with the previous RBM, advantage of 30-m RBM is that the method could use the samples of the small fields to generate reference time series and process image time series with missing value for early-season crop classification; while, samples collected from multiple years should be further used so that the reference time series could contain more crop growth conditions.  相似文献   
96.
The Central Rift Valley (CRV) is one of the most environmentally vulnerable areas of Ethiopia. Most of the lowland in the CRV is arid or semiarid, and droughts occur frequently. We studied the dynamics of land use and cover and land degradation by analyzing Landsat data from 1973, 1985, and 2006 using Geographic Information Systems and remote sensing techniques. The analysis revealed that in the last 30 years, water bodies, forest, and woodland decreased by 15·3, 66·3, and 69·2 per cent, respectively; intensive cultivation, mixed cultivation/woodland, and degraded land increased by 34·5, 79·7, and 200·7 per cent. The major causes of land use and cover change (LUCC) and land degradation in the area were population and livestock growth in regions of limited resources, unsustainable farming techniques, the Ethiopian land tenure system and poverty. Lake level and area decline, and accelerated land degradation are the major environmental impacts of LUCC observed in the CRV. The environmental and socio‐economic consequences of LUCC and land degradation are far‐reaching. As a result of the expansion of land degradation over time, agricultural productivity has decreased and worsened food insecurity (shortages) and poverty in the Ethiopian CRV. In addition, if current trends in LUCC continue, Lake Abiyata will dry up by 2021. A detailed study of the degradation amount in relation to soil erosion, sediment yield to the lakes and catchment characteristics should be made using adaptable models; so as to guide the implementation of comprehensive and sustainable land use management by giving more attention to erosion prone areas. Copyright © 2010 John Wiley & Sons, Ltd.  相似文献   
97.
We mapped the forest cover of Khadimnagar National Park (KNP) of Sylhet Forest Division and estimated forest change over a period of 22 years (1988-2010) using Landsat TM images and other GIS data. Supervised classification and Normalized Difference Vegetation Index (NDVI) image classification approaches were applied to the images to produce three cover classes, viz. dense forest, medium dense forest, and bare land. The change map was produced by differencing classified imageries of 1988 and 2010 as before image and after image, respectively, in ERDAS IMAGINE. Error matrix and kappa statistics were used to assess the accuracy of the produced maps. Overall map accuracies resulting from supervised classification of 1988 and 2010 imageries were 84.6% (Kappa 0.75) and 87.5% (Kappa 0.80), respec- tively. Forest cover statistics resulting from supervised classification showed that dense forest and bare land declined from 526 ha (67%) to 417 ha (59%) and 105 ha (13%) to 8 ha (1%), respectively, whereas medium dense forest increased from 155 ha (20%) to 317 ha (40%). Forest cover change statistics derived from NDVI classification showed that dense forest declined from 525 ha (67%) to 421 ha (54%) while medium dense forest increased from 253 ha (32%) to 356 ha (45%). Both supervised and NDVI classification approaches showed similar trends of forest change, i.e. decrease of dense forest and increase of medium dense forest, which indicates dense forest has been converted to medium dense forest. Area of bare land was unchanged. Illicit felling, encroachment, and settlement near forests caused the dense forest decline while short and long rotation plantations raised in various years caused the increase in area of medium dense forest. Protective measures should be undertaken to check further degradation of forest at KNP.  相似文献   
98.
杨栋  李彦甫  李洪伟  段磊  刘勇 《安徽农业科学》2014,(31):11191-11192
探讨高分辨率谷歌地球遥感数据与Landsat8 OLI数据的融合方法,分别使用Bovey变换、Gram-Schmidt变换和主成分变换方法得到相对理想的融合结果。通过评价表明,后两种方法可以得到更好的结果,并满足大比例尺制图的需求。  相似文献   
99.
珠江三角洲土地利用/覆盖变化对地表温度的影响   总被引:9,自引:0,他引:9  
Remote sensing and geographic information systems (GIS) technologies were used to detect land use/cover changes (LUCC) and to assess their impacts on land surface temperature (LST) in the Zhujiang Delta. Multi-temporal Landsat TM and Landsat ETM+ data were employed to identify patterns of LUCC as well as to quantify urban expansion and the associated decrease of vegetation cover. The thermal infrared bands of the data were used to retrieve LST, The results revealed a strong and uneven urban growth, which caused LST to raise 4.56℃ in the newly urbanized part of the study area. Overall, remote sensing and GIS technologies were effective approaches for monitoring and analyzing urban growth patterns and evaluating their impacts on LST.  相似文献   
100.
针对利用Landsat TM遥感影像中水体信息提取的常用方法对细小水体提取的局限性作了深入研究,提出了新的水体提取方法.首先利用TM 2+TM 3>TM 4+TM 5的谱间关系提取水库、坑塘、宽的河流,然后将由3个波段组成的假彩色合成图转换到IHS彩色空间,构建模型进行细小水体的提取,最后将用2种方法提取的结果进行合并,可以完整地将水体提取出来.该方法有效的提高了细小水体提取的精度.  相似文献   
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