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International Journal of Remote Sensing Volume 33, 2012 - Issue 1
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Original Articles

Geostatistical interpolation of missing data and downscaling of spatial resolution for remotely sensed atmospheric methane column concentrations

Xiuying Zhang International Institute for Earth System Science, Nanjing University, Nanjing, 210093, PR China; State Key Laboratory of Remote Sensing Science, Jointly Sponsored by the Institute of Remote Sensing Applications of Chinese Academy of Sciences and Beijing Normal University, Chaoyang, District, Beijing, China
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Hong Jiang International Institute for Earth System Science, Nanjing University, Nanjing, 210093, PR China; State Key Laboratory of Subtropical Forest Science & Zhejiang Provincial Key Laboratory of Carbon Cycling in Forest Ecosystems and Carbon Sequestration, Zhejiang Agriculture and Forestry University, Hangzhou, 311300, PR ChinaCorrespondence[email protected]
,
Guomo Zhou State Key Laboratory of Subtropical Forest Science & Zhejiang Provincial Key Laboratory of Carbon Cycling in Forest Ecosystems and Carbon Sequestration, Zhejiang Agriculture and Forestry University, Hangzhou, 311300, PR China
,
Zhongyong Xiao International Institute for Earth System Science, Nanjing University, Nanjing, 210093, PR China
&
Zhen Zhang International Institute for Earth System Science, Nanjing University, Nanjing, 210093, PR China
Pages 120-134 | Received 18 Mar 2010, Accepted 21 Apr 2011, Published online: 24 Oct 2011

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Yunqiang Zhu, A-Xing Zhu, Jia Song, Jie Yang, Min Feng, Kai Sun, Jingqu Zhang, Zhiwei Hou & Hongwei Zhao. (2017) Multidimensional and quantitative interlinking approach for Linked Geospatial Data. International Journal of Digital Earth 10:9, pages 923-943.
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Yunqiang Zhu, A-Xing Zhu, Min Feng, Jia Song, Hongwei Zhao, Jie Yang, Qiuyi Zhang, Kai Sun, Jinqu Zhang & Ling Yao. (2017) A similarity-based automatic data recommendation approach for geographic models. International Journal of Geographical Information Science 31:7, pages 1403-1424.
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Xuehe Lu, Hong Jiang, Xiuying Zhang, Jinxun Liu & JiaXin Jin. (2016) Estimating 40 years of nitrogen deposition in global biomes using the SCIAMACHY NO2 column. International Journal of Remote Sensing 37:20, pages 4964-4978.
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Hongfen Teng, Zhou Shi, Ziqiang Ma & Yan Li. (2014) Estimating spatially downscaled rainfall by regression kriging using TRMM precipitation and elevation in Zhejiang Province, southeast China. International Journal of Remote Sensing 35:22, pages 7775-7794.
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Xuehe Lu, Hong Jiang, Xiuying Zhang, Jinxun Liu, Zhen Zhang, JiaXin Jin, Ying Wang, Jianhui Xu & Miaomiao Cheng. (2013) Estimated global nitrogen deposition using NO2 column density. International Journal of Remote Sensing 34:24, pages 8893-8906.
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Stavros Kolios, George Georgoulas & Chrysostomos Stylios. (2013) Achieving downscaling of Meteosat thermal infrared imagery using artificial neural networks. International Journal of Remote Sensing 34:21, pages 7706-7722.
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Articles from other publishers (9)

Gong Cheng, Hongrui Zhang, Huan Li, Xiaoqing Deng, Safiyanu Muhammad Elatikpo, Jiaxuan Li, Zhenguang Hu & Guangqiang Li. (2023) Quantitative Inversion of REEs in Ion-Adsorbed Rare Earth Ores from the Liutang Area (South China), Based on Measured Hyperspectral Data. Journal of Earth Science 34:4, pages 1068-1082.
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Amir Reza Shahtahmassebi, Yue Lin, Lin Lin, Peter M. Atkinson, Nathan Moore, Ke Wang, Shan He, Lingyan Huang, Jiexia Wu, Zhangquan Shen, Muye Gan, Xinyu Zheng, Yue Su, Hongfen Teng, Xiaoyan Li, Jinsong Deng, Yuanyuan Sun & Mengzhu Zhao. (2017) Reconstructing Historical Land Cover Type and Complexity by Synergistic Use of Landsat Multispectral Scanner and CORONA. Remote Sensing 9:7, pages 682.
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Fang Huang, Shuanshuan Bu, Jian Tao & Xicheng Tan. (2016) OpenCL Implementation of a Parallel Universal Kriging Algorithm for Massive Spatial Data Interpolation on Heterogeneous Systems. ISPRS International Journal of Geo-Information 5:6, pages 96.
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Sanjeev Kumar Jha, Gregoire Mariethoz, Jason Evans, Matthew F. McCabe & Ashish Sharma. (2015) A space and time scale-dependent nonlinear geostatistical approach for downscaling daily precipitation and temperature. Water Resources Research 51:8, pages 6244-6261.
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P. Pereira, A. Cerdà, X. Úbeda, J. Mataix‐Solera, V. Arcenegui & L. M. Zavala. (2013) Modelling the Impacts of Wildfire on Ash Thickness in a Short‐Term Period. Land Degradation & Development 26:2, pages 180-192.
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Xiuying Zhang, Hong Jiang, Xuehe Lu, Miaomiao Cheng, Xiaomin Zhang, Xinhui Li & Linjing Zhang. (2013) Estimate of methane release from temperate natural wetlands using ENVISAT/SCIAMACHY data in China. Atmospheric Environment 69, pages 191-197.
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Yan GUO, Zhou SHI, Lian-qing ZHOU, Xi JIN, Yan-feng TIAN & Hong-fen TENG. (2013) Integrating Remote Sensing and Proximal Sensors for the Detection of Soil Moisture and Salinity Variability in Coastal Areas. Journal of Integrative Agriculture 12:4, pages 723-731.
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Sanjeev Kumar Jha, Gregoire Mariethoz, Jason P. Evans & Matthew F. McCabe. (2013) Demonstration of a geostatistical approach to physically consistent downscaling of climate modeling simulations. Water Resources Research 49:1, pages 245-259.
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Gregoire Mariethoz, Matthew F. McCabe & Philippe Renard. (2012) Spatiotemporal reconstruction of gaps in multivariate fields using the direct sampling approach. Water Resources Research 48:10.
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