Developing soil indices based on brightness, darkness, and greenness to improve land surface mapping accuracy

References

• As-Syakur, A. R., I. Adnyana, and I. W. Nuarsa. 2012. “Enhanced Built-Up and Bareness Index (EBBI) for Mapping Built-Up and Bare Land in an Urban Area.” Remote Sensing 4 (10): 2957–2970. doi:10.3390/rs4102957.
   Web of Science ®Google Scholar
• Baig, M. H. A., L. Zhang, T. Shuai, and Q. Tong. 2014. “Derivation of a Tasselled Cap Transformation Based on Landsat 8 At-Satellite Reflectance.” Remote Sensing Letters 5 (5): 423–431. doi:10.1080/2150704X.2014.915434.
   Web of Science ®Google Scholar
• Becker, F., and B. J. Choudhury. 1988. “Relative Sensitivity of Normalized Difference Vegetation Index (NDVI) and Microwave Polarization Difference Index (MPDI) for Vegetation and Desertification Monitoring.” Remote Sensing of Environment 24 (2): 297–311. doi:10.1016/0034-4257(88)90031-4.
   Web of Science ®Google Scholar
• Ben-Dor, E. 2002. “Quantitative Remote Sensing of Soil Properties.” Advances in Agronomy 75: 173–243.
   Web of Science ®Google Scholar
• Carrion-Flores, C., and E. G. Irwin. 2004. “Determinants of Residential Land-Use Conversion and Sprawl at the Rural-Urban Fringe.” American Journal of Agricultural Economics 86 (4): 889–904. doi:10.1111/j.0002-9092.2004.00641.x.
   Web of Science ®Google Scholar
• Deng, C., and C. Wu. 2012. “BCI: A Biophysical Composition Index for Remote Sensing of Urban Environments.” Remote Sensing of Environment 127: 247–259. doi:10.1016/j.rse.2012.09.009.
   Web of Science ®Google Scholar
• Deng, Y., W. Changshan, L. Miao, and R. Chen. 2015. “RNDSI: A Ratio Normalized Difference Soil Index for Remote Sensing of Urban/Suburban Environments.” International Journal of Applied Earth Observation and Geoinformation 39: 40–48. doi:10.1016/j.jag.2015.02.010.
   Web of Science ®Google Scholar
• Dong, J., and X. Xiao. 2016. “Evolution of Regional to Global Paddy Rice Mapping Methods: A Review.” ISPRS Journal of Photogrammetry and Remote Sensing 119: 214–227. doi:10.1016/j.isprsjprs.2016.05.010.
   Web of Science ®Google Scholar
• Ellis, E., and R. Pontius. 2007. “Land-Use and Land-Cover Change.” In Encyclopedia of Earth, edited by C. J. Cleveland. Washington, DC: Environmental Information Coalition, National Council for Science and the Environment.
   Google Scholar
• Gómez, C., J. C. White, and M. A. Wulder. 2016. “Optical Remotely Sensed Time Series Data for Land Cover Classification: A Review.” Isprs Journal of Photogrammetry and Remote Sensing 116: 55–72. doi:10.1016/j.isprsjprs.2016.03.008.
   Web of Science ®Google Scholar
• Guo, Z., and S. Du. 2017. “Mining Parameter Information for Building Extraction and Change Detection with Very High-Resolution Imagery and GIS Data.” Giscience & Remote Sensing 54 (1): 38–63. doi:10.1080/15481603.2016.1250328.
   Web of Science ®Google Scholar
• Huete, A., K. Didan, T. Miura, E. P. Rodriguez, X. Gao, and L. G. Ferreira. 2002. “Overview of the Radiometric and Biophysical Performance of the MODIS Vegetation Indices.” Remote Sensing of Environment 83 (1–2): 195–213. doi:10.1016/S0034-4257(02)00096-2.
   Web of Science ®Google Scholar
• Jiang, Z., A. R. Huete, K. Didan, and T. Miura. 2008. “Development of a Two-Band Enhanced Vegetation Index without a Blue Band.” Remote Sensing of Environment 112 (10): 3833–3845. doi:10.1016/j.rse.2008.06.006.
   Web of Science ®Google Scholar
• Kauth, R. J., and G. S. Thomas. 1976. “The Tasselled Cap–A Graphic Description of the Spectral-Temporal Development of Agricultural Crops as Seen by Landsat.” Paper presented at the LARS Symposia. Symposium on Machine Processing of Remotely Sensed Data, Purdue University, West Lafayette, IN, June 29-July 1, 1976
   Google Scholar
• Liu, J., M. Liu, D. Zhuang, Z. Zhang, and X. Deng. 2003. “Study on Spatial Pattern of Land-Use Change in China during 1995–2000.” Science in China Series D: Earth Sciences 46 (4): 373–384. doi:10.1360/03yd9033.
   Google Scholar
• Lõhmus, K., T. Oja, and R. Lasn. 1989. “Specific Root Area: A Soil Characteristic.” Plant and Soil 119 (2): 245–249. doi:10.1007/BF02370415.
   Web of Science ®Google Scholar
• Müller, H., P. Griffiths, and P. Hostert. 2016. “Long-Term Deforestation Dynamics in the Brazilian Amazon—Uncovering Historic Frontier Development along the Cuiabá–Santarém Highway.” International Journal of Applied Earth Observation and Geoinformation 44: 61–69. doi:10.1016/j.jag.2015.07.005.
   Web of Science ®Google Scholar
• Qiu, B., Z. Liu, Z. Tang, and C. Chen. 2016. “Developing Indices of Temporal Dispersion and Continuity to Map Natural Vegetation.” Ecological Indicators 64: 335–342. doi:10.1016/j.ecolind.2016.01.006.
   Web of Science ®Google Scholar
• Qiu, B., Z. Wang, Z. Tang, C. Chen, Z. Fan, and L. Weijiao. 2016. “Automated Cropping Intensity Extraction from Isolines of Wavelet Spectra.” Computers and Electronics in Agriculture 125: 1–11. doi:10.1016/j.compag.2016.04.015.
   Web of Science ®Google Scholar
• Qiu, B., L. Weijiao, Z. Tang, C. Chen, and Q. Wen. 2015. “Mapping Paddy Rice Areas Based on Vegetation Phenology and Surface Moisture Conditions.” Ecological Indicators 56: 79–86. doi:10.1016/j.ecolind.2015.03.039.
   Web of Science ®Google Scholar
• Qiu, B. W., Z. L. Fan, M. Zhong, Z. H. Tang, and C. C. Chen. 2014. “A New Approach for Crop Identification with Wavelet Variance and JM Distance.” Environmental Monitoring and Assessment 186:7929–40. doi:10.1007/s11769-013-0649-y.
   PubMed Web of Science ®Google Scholar
• Qiu, B. W., C. Y. Zeng, Z. H. Tang, and C. C. Chen. 2013. “Characterizing Spatiotemporal Non-Stationarity in Vegetation Dynamics in China Using MODIS EVI Dataset.” Journal of Environmental Monitoring and Assessment 185 (11): 9019–9035. doi:10.1007/s10661-013-3231-2.
   PubMed Web of Science ®Google Scholar
• Radeloff, V. C., D. J. Mladenoff, and M. S. Boyce. 1999. “Detecting Jack Pine Budworm Defoliation Using Spectral Mixture Analysis: Separating Effects from Determinants.” Remote Sensing of Environment 69 (2): 156–169. doi:10.1016/S0034-4257(99)00008-5.
   Web of Science ®Google Scholar
• Ren, Y., L. Xin, L. Ling, and L. Zengyuan. 2012. “ Large-Scale Land Cover Mapping with the Integration of Multi-Source Information Based on the Dempster-Shafer Theory.” International Journal of Geographical Information Science 26 (1): 169–191. doi:10.1080/13658816.2011.577745.
   Web of Science ®Google Scholar
• Ridd, M. K. 1995. “Exploring a VIS (Vegetation-Impervious Surface-Soil) Model for Urban Ecosystem Analysis through Remote Sensing: Comparative Anatomy for Cities†.” International Journal of Remote Sensing 16 (12): 2165–2185. doi:10.1080/01431169508954549.
   Web of Science ®Google Scholar
• Roberts, D. A., D. A. Quattrochi, G. C. Hulley, S. J. Hook, and R. O. Green. 2012. “Synergies between VSWIR and TIR Data for the Urban Environment: An Evaluation of the Potential for the Hyperspectral Infrared Imager (Hyspiri) Decadal Survey Mission.” Remote Sensing of Environment 117: 83–101. doi:10.1016/j.rse.2011.07.021.
   Web of Science ®Google Scholar
• Salomonson, V. V., and I. Appel. 2004. “Estimating Fractional Snow Cover from MODIS Using the Normalized Difference Snow Index.” Remote Sensing of Environment 89 (3): 351–360. doi:10.1016/j.rse.2003.10.016.
   Web of Science ®Google Scholar
• Sheppard, S. R. J., and P. Cizek. 2009. “The Ethics of Google Earth: Crossing Thresholds from Spatial Data to Landscape Visualisation.” Journal of Environmental Management 90 (6): 2102–2117. doi:10.1016/j.jenvman.2007.09.012.
   PubMed Web of Science ®Google Scholar
• Strahler, A. H., C. E. Woodcock, and J. A. Smith. 1986. “On the Nature of Models in Remote Sensing.” Remote Sensing of Environment 20 (2): 121–139. doi:10.1016/0034-4257(86)90018-0.
   Web of Science ®Google Scholar
• Van Niel, T. G., T. R. McVicar, and B. Datt. 2005. “On the Relationship between Training Sample Size and Data Dimensionality: Monte Carlo Analysis of Broadband Multi-Temporal Classification.” Remote Sensing of Environment 98 (4): 468–480. doi:10.1016/j.rse.2005.08.011.
   Web of Science ®Google Scholar
• Wardlow, B. D., S. L. Egbert, and J. H. Kastens. 2007. “Analysis of Time-Series MODIS 250 M Vegetation Index Data for Crop Classification in the US Central Great Plains.” Remote Sensing of Environment 108 (3): 290–310. doi:10.1016/j.rse.2006.11.021.
   Web of Science ®Google Scholar
• Xu, H. 2008. “A New Index for Delineating Built‐Up Land Features in Satellite Imagery.” International Journal of Remote Sensing 29 (14): 4269–4276. doi:10.1080/01431160802039957.
   Web of Science ®Google Scholar
• Xu, H. 2010. “Analysis of Impervious Surface and Its Impact on Urban Heat Environment Using the Normalized Difference Impervious Surface Index (NDISI).” Photogrammetric Engineering & Remote Sensing 76 (5): 557–565. doi:10.14358/PERS.76.5.557.
   Web of Science ®Google Scholar
• Yang, X., K. Zhang, B. Jia, and L. Ci. 2005. “Desertification Assessment in China: An Overview.” Journal of Arid Environments 63 (2): 517–531. doi:10.1016/j.jaridenv.2005.03.032.
   Web of Science ®Google Scholar
• Yue, W., Y. XinYue, X. Jianhua, X. Lihua, and J. Lee. 2014. “A Brightness–Darkness–Greenness Model for Monitoring Urban Landscape Evolution in a Developing Country – A Case Study of Shanghai.” Landscape and Urban Planning 127: 13–17. doi:10.1016/j.landurbplan.2014.04.010.
   Web of Science ®Google Scholar
• Zha, Y., J. Gao, and S. Ni. 2003. “Use of Normalized Difference Built-Up Index in Automatically Mapping Urban Areas from TM Imagery.” International Journal of Remote Sensing 24 (3): 583–594. doi:10.1080/01431160304987.
   Web of Science ®Google Scholar
• Zhang, X., C. B. Schaaf, M. A. Friedl, A. H. Strahler, G. Feng, and J. C. F. Hodges. 2002. “MODIS Tasseled Cap Transformation and Its Utility.” Paper presented at the Geoscience and Remote Sensing Symposium, 2002. IGARSS ‘02. 2002 IEEE International, 24–28 June 2002. Toronto: IEEE.
   Google Scholar
• Zhu, Z., and C. E. Woodcock. 2014. “Automated Cloud, Cloud Shadow, and Snow Detection in Multitemporal Landsat Data: An Algorithm Designed Specifically for Monitoring Land Cover Change.” Remote Sensing of Environment 152: 217–234. doi:10.1016/j.rse.2014.06.012.
   Web of Science ®Google Scholar