1,886
Views
10
CrossRef citations to date
0
Altmetric
Articles

A novel-optimal monitoring index of rocky desertification based on feature space model and red edge indices that derived from sentinel-2 MSI image

ORCID Icon, , & ORCID Icon
Pages 1571-1592 | Received 23 Mar 2022, Accepted 15 Jun 2022, Published online: 27 Jun 2022

References

  • Arthur B, Bradley Z, Carlson VT, Marc I, Philippe C. 2019. Improved mapping of mountain shrublands using the Sentinel-2 red-ddge band. Remote Sensing. 11(23):2807.
  • Bhattarai R, Rahimzadeh-Bajgiran P, Weiskittel A, MacLean DA., 2020. Sentinel-2 based prediction of spruce budworm defoliation using red-edge spectral vegetation indices. Remote Sens Lett. 11(8):777–786. DOI: 10.1080/2150704X.2020.1767824
  • Cao ZH, Zhang KL, He JH, Yang ZH, Zhou ZL. 2021. Linking rocky desertification to soil erosion by investigating changes in soil magnetic susceptibility profiles on karst slopes. Geoderma. 358:114949.
  • Chen F, Wang SJ, Bai XY, Liu F, Zhou DQ, Tian YC, Luo GJ, Li Q, Wu LH, Zheng C, et al. 2021. Assessing spatial-temporal evolution processes and driving forces of karst rocky desertification. Geocarto Int. 36(3):262–280.
  • Chen ST, Guo B, Zhang R, Zang WQ, Wei CX, Wu HW, Yang X, Zhen XY, Li X, Zhang DF, et al. 2021. Quantitatively determine the dominant driving factors of the spatial–temporal changes of vegetation NPP in the Hengduan Mountain area during 2000-2015. J Mt Sci. 18(2):427–445.
  • Gordana K, Ugur A. 2019. Evaluating Sentinel2 red edge bands for wetland classification. Proceedings. 18(1):12. DOI: 10.1016/j.catena.2019.03.011
  • Guo B, Wei CX, Yu Y, Liu YF, Li JL, Meng C, Cai YM. 2022. The dominant influencing factors of desertification changes in the source region of Yellow River: Climate change or human activity? Sci Total Environ. 813:152512. 2021. 152512.
  • Guo B, Zang W, Yang F, Han B, Chen S, Liu Y, Yang X, He T, Chen X, Liu C, et al. 2020. Spatial and temporal change patterns of net primary productivity and its response to climate change in the Qinghai–Tibet Plateau of China from 2000 to 2015. J Arid Land. 12(1):1–17. DOI: 10.1007/s40333-019-0070-1
  • Guo B, Zhang DF, Lu YF, Yang F, Meng C, Han BM, Zang WQ, Zhao HH, Wei CX, Wu HW, et al. 2021. A novel-optimal monitoring model of rocky desertification based on feature space models with typical surface parameters derived from LANDSAT_8 OLI. Land Degrad Dev. 32(17):5023–5036.
  • Han ZQ, Ran YH, Liu JX, Li J. 2016. The changing distribution of rocky desertification in the Guangxi region, 1930s to 2000. Acta Geograph Sin. 71(3):390–399.
  • Jiang ZC, Lian YQ, Qin XQ. 2014. Rocky desertification in Southwest China: Impacts, causes, and restoration. Earth Sci Rev. 132:1–12.
  • Khalid M, Tan HX, Ali M, Rehman A, Liu XX, Su LT, Rahman SU, Zhao C, Li XX, Hui N. 2022. Karst rocky desertification diverged the soil residing and the active ectomycorrhizal fungal communities thereby fostering distinctive extramatrical mycelia. Sci Total Environ. 807:151016.
  • Li CH, Zhou LZ, Xu WB. 2021. Estimating aboveground biomass using Sentinel-2 MSI data and ensemble algorithms for grassland in the Shengjin lake wetland, China. Remote Sens. 13(8):1595–1595. DOI: 10.3390/RS13081595
  • Li S, Wu HG. 2015. Mapping karst rocky desertification using Landsat 8 images. Remote Sens Letters. 6(9):657–666.
  • Liang S, Gong Z, Zhao W, Guan H, Liang Y, Lu L, Zhao X. 2021. Information extraction of Baiyangdian wetland based on Multi-season Sentinel-2 MSI images. Remote Sens Technol Appl. 36(4):777–790.
  • Lv XY. 2021. Estimation of tobacco chlorophyll content based on sentinel-2 data and vegetation index. Xi'an Univ Sci Technol. 1:35–37.
  • Pu JW, Zhao XQ, Dong PL, Wang Q, Yue QF. 2021. Extracting information on rocky desertification from satellite images: a comparative study. Remote Sens. 13(13):2497–2497.
  • Ren YX, Lin Q, Li MJ, Zhou Q. 2020. Research on water body extraction of complex area based on Sentinel-2. Geospatial Inform. 18(12):5–99. DOI: 10.3969/j.issn.1672-4623.2020.12.002
  • Rim M, Makram A. 2020. Exploitation of the red-edge bands of Sentinel 2 to improve the estimation of durum wheat yield in Grombalia region (Northeastern Tunisia). Int J Remote Sens. 41(23):8986–9008.
  • Sayl KN, Sulaiman SO, Kamel AH, Muhammad NS, Abdullah J, Ansari NA. 2021. Minimizing the impacts of desertification in an arid region: A case study of the west desert of Iraq. 46:5580826. DOI: 10.1155/2021/5580286
  • Shi PT, Zhang TS, Liu ZQ, Lan JC, Fan X. 2019. A vulnerable environment study in Karst regions between 1991 and 2017: A Bibliometric Analysis. Applied Sciences. 9(24):5339.
  • Sun YP, Zhou ZF, Zhao YY, Fang M, Wu Y. 2022. Evolution and distribution pattern of land use and rocky desertification in Karst mountainous area. Res Soil and Water Conserv. 29(1):311–318.
  • Tong X, Wang K, Yue Y, Brandt M, Liu B, Zhang C, Liao C, Fensholt R., 2017. Quantifying the effectiveness of ecological restoration projects on long term vegetation dynamics in the karst regions of Southwest China. Int J Appl Earth Obs. 54:105–113.
  • Wu HW, Guo B, Fan JF, Yang F, Han BM, Wei CX, Lu YF, Zang WQ, Zhen XY, Meng C. 2021. A novel remote sensing ecological vulnerability index on large scale: A case study of the China-Pakistan Economic Corridor region. Ecol Indic. 129:107955.
  • Xu HF, Wang Y, Liu YG, Xiao YX, Li Z. 2022. Analysis of the patial and temporal evolution and driving factors of rocky desertification in typical cluster depression areas in the past 30 years based on Google Earth Engine–taking Xichou county as an example. Res Soil and Water Conserv. 1:1–8.
  • Yang DL, Wang ZC, Hu WM, Cao D, Liu H. 2020. Survey of remote sensing image information extraction methods in rocky desertification areas. Safety and Environ Engin. 27(3):133–141.
  • Zhang C, Gong ZN, Qiu HC, Zhang Y, Zhou DM. 2021. Mapping typical salt-marsh species in the Yellow River Delta wetland supported by temporal-spatial-spectral multidimensional features. Sci Total Environ. 783:147061–147061.
  • Zhang DM, Luo S, Peng CL, An YY, Li YS, Yue LH. 2020. Evaluation and analysis of selenium-rich cultivated land soil resource in Wumeng Mountain area–a case study of dafan county of Guizhou Province. 37(3):281–288.
  • Zhang J, Liu ML, Liu XN, Luo WQ, Wu L, Zhu LH. 2021. Spectral analysis of seasonal rock and vegetation changes for detecting karst rocky desertification in southwest China. Int J Appl Earth Obs. 100:102337.
  • Zhang ZM, Huang XF, Zhou YC. 2021. Factors influencing the evolution of human-driven rocky desertification in Karst areas. Land Degrad Dev. 32(2):817–829.
  • Zheng C. 2015. Current situation and the causes analysis of rocky desertification in Dafang area, Guizhou Province. Chengdu University of Technology. 1:15–16.
  • Zhong GS, Hai Y, Zheng H, Xu WH, Ouyang ZY. 2021. Current situation and measures of Karst rocky desertification control in Southwest China. J Yangtze River Sci Res Instit. 38(11):38–43.
  • Zhou J, Huang YQ. 2020. On the causes of rocky desertification and comprehensive control measures. Rural Pract Technol. 58:183–184.
  • Zhou P. 2021. Remote sensing monitoring of desertification in Naiman Banner based on Albedo-MSAVI feature space. Sci Technol Innov. (32):78–81.
  • Zhu LF. 2018. Study on the spatial-temporal variation of vegetation coverage and Karst rocky desertification based on MODIS data. Southwest University. 1:26–28.
  • Zong HL, Gan S, Ren PF. 2014. Research on extraction of Karst rocky desertification information in southeastern Yunnan. Value Engineering. 33(10):211–214.