Void Filling of Digital Elevation Models with a Terrain Texture Learning Model Based on Generative Adversarial Networks

[1]  Liping Yang,et al.  SRTM DEM and its application advances , 2011 .

[2]  Hong Zhang,et al.  Analysis of Permafrost Region Coherence Variation in the Qinghai-Tibet Plateau with a High-Resolution TerraSAR-X Image , 2018, Remote. Sens..

[3]  Berthold K. P. Horn,et al.  Hill shading and the reflectance map , 1981, Proceedings of the IEEE.

[4]  G. Hancock,et al.  A comparison of SRTM and high‐resolution digital elevation models and their use in catchment geomorphology and hydrology: Australian examples , 2006 .

[5]  R. D. Garg,et al.  Evaluation of vertical accuracy of open source Digital Elevation Model (DEM) , 2013, Int. J. Appl. Earth Obs. Geoinformation.

[6]  David A. Seal,et al.  The Shuttle Radar Topography Mission , 2007 .

[7]  Tianxiang Yue,et al.  A high-accuracy method for filling voids and its verification , 2012 .

[8]  Gerhard Krieger,et al.  TanDEM-X: A Satellite Formation for High-Resolution SAR Interferometry , 2006, IEEE Transactions on Geoscience and Remote Sensing.

[9]  George Kroenung,et al.  Filling SRTM Voids: The Delta Surface Fill Method , 2006 .

[10]  Stephen F. Ackley,et al.  Monitoring lake level changes on the Tibetan Plateau using ICESat altimetry data (2003-2009) , 2011 .

[11]  Hiroshi Ishikawa,et al.  Globally and locally consistent image completion , 2017, ACM Trans. Graph..

[12]  G. Metternicht,et al.  Testing the performance of spatial interpolation techniques for mapping soil properties , 2006 .

[13]  S. Kanae,et al.  A high‐accuracy map of global terrain elevations , 2017 .

[14]  Patrick Pérez,et al.  Poisson image editing , 2003, ACM Trans. Graph..

[15]  Eike Luedeling,et al.  Filling the voids in the SRTM elevation model — A TIN-based delta surface approach , 2007 .

[16]  Jie Li,et al.  DEM generation from contours and a low-resolution DEM , 2017 .

[17]  Xuejun Liu,et al.  Analysis of errors of derived slope and aspect related to DEM data properties , 2004, Comput. Geosci..

[18]  Hyun-chong Cho,et al.  Multiscale quadtree model fusion with super-resolution for blocky artefact removal , 2013 .

[19]  Thierry Toutin,et al.  ASTER DEMs for geomatic and geoscientific applications: a review , 2008 .

[20]  Friedrich Quiel,et al.  Application of Self Organizing Map and SRTM data to characterize yardangs in the Lut desert, Iran , 2008 .

[21]  S. Wechsler.  Uncertainties associated with digital elevation models for hydrologic applications: a review , 2006 .

[22]  Samsuzana Abd Aziz,et al.  Improving quality of public domain digital elevation models through data fusion , 2008 .

[23]  Robert P. Guralnick,et al.  EarthEnv-DEM90: A nearly-global, void-free, multi-scale smoothed, 90m digital elevation model from fused ASTER and SRTM data , 2014 .

[24]  Liyang Xiong,et al.  Landform‐oriented flow‐routing algorithm for the dual‐structure loess terrain based on digital elevation models , 2014 .

[25]  Yu Liu,et al.  Spatial interpolation using conditional generative adversarial neural networks , 2019, Int. J. Geogr. Inf. Sci..

[26]  P. Rich,et al.  A geometric solar radiation model with applications in agriculture and forestry , 2002 .

[27]  Hannes Isaak Reuter,et al.  An evaluation of void‐filling interpolation methods for SRTM data , 2007, Int. J. Geogr. Inf. Sci..

[28]  Liangpei Zhang,et al.  Monitoring of Historical Glacier Recession in Yulong Mountain by the Integration of Multisource Remote Sensing Data , 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[29]  Sten Blomgren.  A digital elevation model for estimating flooding scenarios at the Falsterbo Peninsula , 1999, Environ. Model. Softw..

[30]  Eero P. Simoncelli,et al.  Image quality assessment: from error visibility to structural similarity , 2004, IEEE Transactions on Image Processing.

[31]  Tianxiang Yue,et al.  A method of DEM construction and related error analysis , 2010, Comput. Geosci..

[32]  Konstantinos Gavriil,et al.  Void Filling of Digital Elevation Models With Deep Generative Models , 2018, IEEE Geoscience and Remote Sensing Letters.