On-Orbit thermal anomaly detection and extraction of urban buildings

HOU Shuwei; GUO Baolong; LI Xiaobo; SHAO Yingzhao; WANG Yuanle

doi:10.11805/tkyda2021023

[1] SATYAPRAKASH N A, SRIVASTAVA M R. Urban heat island effect over Delhi NCR using LANDSAT data[J]. International Journal of Global Warming, 2020,22(3):272-294. doi:10.1504/IJGW.2020.110865.

[2] LIU L,ZHANG Y. Urban heat island analysis using the Landsat TM data and ASTER data:a case study in Hongkong[J]. Remote Sensing, 2011,3(7):1535-1552. doi:10.3390/rs3071535.

[3] VISSER S J, DAWOOD A S. Real-time natural disasters detection and monitoring from smart earth observation satellite[J].Journal of Aerospace Engineering, 2004,17(1):10-19. doi:10.1061/(ASCE)0893-1321(2004)17:1(10).

[6] LIN Y,HE H,YIN Z,et al. Rotation-invariant object detection in remote sensing images based on radial-gradient angle[J]. IEEE Geoscience and Remote Sensing Letters, 2015,12(4):746-750. doi:10.1109/LGRS.2014.2360887.

[7] HUANG X,ZHANG L. A multidirectional and multiscale morphological index for automatic building extraction from multispectral GeoEye-1 imagery[J]. Photogrammetric Engineering & Remote Sensing, 2011,77(7):721-732.

[8] SONG M, CIVCO D. Road extraction using SVM and image segmentation[J]. Photogrammetric Engineering & Remote Sensing,2004,70(12):1365-1371. doi:10.14358/PERS.70.12.1365.

[10] VAKALOPOULOU M, KARANTZALOS K, KOMODAKIS N, et al. Building detection in very high resolution multispectral data with deep learning features[C]// IEEE International on Geoscience and Remote Sensing Symposium(IGARSS). Milan,Italy:IEEE,2015:1873-1876.

[11] SOBRINO J A,JIMéNEZ-MU?OZ J C,PAOLINI L. Land surface temperature retrieval from LANDSAT TM5[J]. Remote Sensing of Environment, 2004,90(4):434-440. doi:10.1016/j.rse.2004.02.003.

[12] QIN Z,KARNIELI A,BERLINER P. A mono-window algorithm for retrieving land surface temperature from Landsat TM data and its application to the Israel?Egypt border region[J]. International Journal of Remote Sensing, 2001,22(18):3719-3746.

[13] JIMéNEZ-MU?OZ J C,SOBRINO J A. A generalized single-channel method for retrieving land surface temperature from remote sensing data[J]. Journal of Geophysical Research:Atmospheres, 2003,108(D22):4688.

[14] LI H,LIU Q,ZHONG B,et al. A single-channel algorithm for land surface temperature retrieval from HJ-1B/IRS data based on a parametric model[C]// IEEE International Geoscience and Remote Sensing Symposium(IGARSS). Honolulu,HI,USA:IEEE, 2010:2448-2451.

[15] WAN Z. New refinements and validation of the collection-6 MODIS land-surface temperature/emissivity product[J]. Remote Sensing of Environment, 2014(140):36-45. doi:10.1016/j.rse.2013.08.027.

[16] WAN Z, DOZIER J. A generalized split-window algorithm for retrieving land-surface temperature from space[J]. IEEE Transactions on Geoscience and Remote Sensing, 1996,34(4):892-905. doi:10.1109/36.508406.

[17] QIN Z, DALL'OLMO G, KARNIELI A, et al. Derivation of split window algorithm and its sensitivity analysis for retrieving land surface temperature from NOAA-advanced very high resolution radiometer data[J]. Journal of Geophysical Research:Atomspheres, 2001(106):22655-22670. doi:10.1029/2000JD900452.

[18] NDOSSI M,AVDAN U. Inversion of land surface temperature(LST) using Terra ASTER data:a comparison of three algorithms[J].Remote Sensing, 2016,8(12):993. doi:10.3390/rs8120993.

[19] LI Z, TANG H, WU H, et al. Satellite-derived land surface temperature: current status and perspectives[J]. Remote Sensing of Environment, 2013(131):14-37. doi:10.1016/j.rse.2012.12.008.

[20] REN H. An overview of land surface temperature retrieval from Chinese Gaofen-5 thermal infrared images[C]// 2019 IEEE International Geoscience and Remote Sensing Symposium. Yokohama,Japan:IEEE, 2019.

[21] AURéLIE M,LAURE R,CARLOS G B,et al. Land surface temperature retrieval over urban areas from simulated TRISHNA data[C]//2019 Joint Urban Remote Sensing Even(JURSE). Vannes,France:[s.n.], 2019:1-4.

[22] WENG Q,FU P,GAO F. Generating daily land surface temperature at Landsat resolution by fusing Landsat and MODIS data[J].Remote Sensing of Environment, 2014(145):55-67. doi:10.1016/j.rse.2014.02.003.

[23] ZHU X,DUAN S B,LI Z L,et al. Retrieval of land surface temperature with topographic effect correction from Landsat 8 thermal infrared data in mountainous areas[J]. IEEE Transactions on Geoscience and Remote Sensing, 2020,59(8):6674-6687.

[24] KFER P S, ROLIM S B A, IGLESIAS M L, et al. Land surface temperature retrieval by Landsat 8 thermal band: applications of laboratory and field measurements[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,2019,12(7):2332-2341. doi:10.1109/JSTARS.2019.2913822.

[25] HE H, ZHANG B, LIU B, et al. Temperature and emissivity separation from ASTER data based on the urban land cover classification[C]// 2009 Joint Urban Remote Sensing Event. Shanghai,China:IEEE, 2009:1-5.

[26] CHEN X,ZHAO H,LI P,et al. Remote sensing image-based analysis of the relationship between urban heat island and land use/cover changes[J]. Remote Sensing of Environment, 2006,104(2):133-146. doi:10.1016/j.rse.2005.11.016.

[27] HUANG X, ZHANG L. Morphological building/shadow index for building extraction from high-resolution imagery over urban areas[J]. IEEE Journal of Selected Topics in Applied Earth Observations & Remote Sensing, 2012,5(1):161-172.

[28] HOU Shuwei, GUO Baolong, XIAO Huachao, et al. Hot spot processing system on-board based on multi-spectral remote sensing images[C]// Proceedings of the 2019 International Conference on Image, Video and Signal Processing. Shanghai, China: IEEE,2019:99-104. doi:10.1145/3317640.3317648.

[29] DUAN S,LI Z,CHENG J,et al. Cross-satellite comparison of operational land surface temperature products derived from MODIS and ASTER data over bare soil surfaces[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2017(126):1-10.

CLP Journals