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- 2018
基于梯度结构相似度的矿区土壤湿度空间分析
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Abstract:
基于中国蒙、陕、晋、三省区的神东矿区2000-2015年成像光谱仪数据,双抛物线型归一化植被指数(normalized difference vegetation index,NDVI)和地表辐射温度(land surface temperature,Ts)(记为NDVI-Ts)特征空间的温度植被干旱指数法计量地表土壤湿度,采用梯度结构相似度法定量分析研究区土壤湿度的时空分布特征。结果表明:神东矿区土壤湿度变化具有明显时空分布异质性,空间上,矿区土壤湿度表现出从西北部向东南部逐渐增加的规律,干旱区域由2000年的96.03%下降到2015年的59.59%;矿区60.05%的区域的土壤湿度发生了突变,其中49.87%区域地表植被覆盖得到明显改善,土壤湿度得到明显提高;35.18%的区域的土壤湿度发生了变化,其中28.13%区域地表植被覆盖有所改善,土壤湿度有所增加;仅有4.77%的区域的土壤湿度没有发生改变。进一步分析表明,地表土壤湿度的时空分布特征受区域地貌类型和下垫面覆盖影响较大
[1] | Bindlish R, Jackson T J, Gasiewski A J, et al. Soil Moisture Mapping and AMSR-E Validation Using the PSR in SMEX02[J].<em>Remote Sensing of Environment</em>,2006,103(2):127-139 |
[2] | Bai Xuejiao, Wang Pengxin, Xie Yi, et al. Spatial Distribution Characteristics of Droughts in Guanzhong Plain Based on Structural Similarity[J]. <em>Transactions of the Chinese Society for Agricultural Machinery</em>, 2015, 46(6):345-351(白雪娇,王鹏新,解毅,等. 基于结构相似度的关中平原旱情空间分布特征[J].农业机械学报,2015,46(6):345-351) |
[3] | Yang Chunling, Kuang Kaizhi, Chen Guanhao, et al. Gradient-Based Structural Similarity for Image Quality Assessment[J]. <em>Journal of South China University of Technology (Natural Science Edition)</em>, 2006, 34(9):23-25(杨春玲,旷开智,陈冠豪,等.基于梯度的结构相似度的图像质量评价方法[J].华南理工大学学报(自然科学版),2006,34(9):23-25) |
[4] | Wang Z, Bovik A C, Simoncelli E P. Image Quality Assessment:from Error Visibility to Structural Similarity[J]. <em>IEEE Transactions on Image Processing</em>, 2004, 13(4):600-612 |
[5] | Liu Ying, Wu Lixin, Ma Baodong, et al. Soil Moisture Monitoring in Shendong Mining Area and Bi-parabola NDVI-T<sub>s</sub> Space[J], <em>Science & Technology Review</em>, 2011,29(35):39-44(刘英,吴立新,马保东,等.神东矿区土壤湿度遥感监测与双抛物线型NDVI-T<sub>s</sub>特征空间[J].科技导报,2011,29(35):39-44) |
[6] | Wu Lixin, Ma Baodong, Liu Shanjun. Analysis to Vegetation Coverage Change in Shendong Mining Area with SPOT NDVI Data[J]. <em>Journal of China Coal Society</em>, 2009, 34(9):1216-1222(吴立新,马保东,刘善军.基于SPOT卫星NDVI数据的神东矿区植被覆盖动态变化分析[J].煤炭学报,2009,34(9):1216-1222) |
[7] | Xie Shaoshao, Ma Chao, Tian Shujing, et al. NPP Changes and Climate Impact of Shendong Coalfield from 2000 to 2010[J]. <em>Journal of Geomatics Science and Technology</em>, 2015, 32(1):47-52(谢少少,马超,田淑静,等. 2000-2010年神东矿区植被NPP的变化特征及影响因素分析[J].测绘科学技术学报,2015,32(1):47-52) |
[8] | Ma Baodong, Wu Lixin, Liu Ying, et al. Soil Moisture Monitoring in Shendong Mining Area Based on MOIDS Data[J]. <em>Science & Technology Review</em>, 2011, 29(35):45-49(马保东,吴立新,刘英,等.基于MODIS的神东矿区土壤湿度变化监测[J].科技导报,2011,29(35):45-49) |
[9] | Hu Yamin, Ding Yihui, Liao Fei. An Improvement on Summer Regional Climate Simulation over East China:Importance of Data Assimilation of Soil Moisture[J]. <em>Chinese Sci Bull</em>, 2009, 54(16):2388-2394(胡娅敏,丁一汇,廖菲.土壤湿度资料同化对中国东部夏季区域气候模拟的改进[J].科学通报,2009,54(16):2388-2394) |
[10] | Bian Zhengfu, Lei Shaogang, Chang Luqun, et al. Affecting Factors Analysis of Soil Moisture for Arid Mining Area Based on TM Images[J]. <em>Journal of China Coal Society</em>, 2009, 34(4):520-525(卞正富,雷少刚,常鲁群,等.基于遥感影像的荒漠化矿区土壤含水率的影响因素分析[J].煤炭学报,2009,34(4):520-525) |
[11] | Weihermuller L, Jadoon K Z. Mapping Field-Scale Soil Moisture with L-Band Radiometer and Ground-Penetrating Radar over Bare Soil[J].<em>IEEE Transactions on Geoscience and Remote Sensing</em>, 2011, 49(8):2863-2875 |
[12] | Liu Ying, Wu Lixin, Yue Hui. Bi-parabolic NDVI-T<sub>s </sub>Space and Soil Moisture Remote Sensing in an Arid and Semi-arid Area[J]. <em>Canadian Journal of Remote Sensing</em>, 2015, 41(3):159-169 |
[13] | Han Yang, Wang Yeqiao, Zhao Yunsheng. Estimating Soil Moisture Conditions of the Greater Changbai Mountains by Land Surface Temperature and NDVI[J]. <em>IEEE Transactions on Geoscience and Remote Sensing</em>, 2010, 48(6):2509-2515 |
[14] | Sandholt I, Rasmussen K, Andersen J. A Simple Interpretation of the Surface Temperature/Vegetation Index Space for Assessment of Soil Moisture Status[J]. <em>Remote Sensing of Environment</em>, 2002, 79(2):213-224 |