메뉴 건너뛰기




Volumn 30, Issue 17, 2019, Pages 2126-2138

Identifying terraces in the hilly and gully regions of the Loess Plateau in China

Author keywords

identification; KNN; SAM; terraces; the Loess Plateau

Indexed keywords

IDENTIFICATION (CONTROL SYSTEMS); LANDFORMS; MACHINE LEARNING; NEAREST NEIGHBOR SEARCH; PRINCIPAL COMPONENT ANALYSIS; REMOTE SENSING; SEDIMENTS;

EID: 85070686621     PISSN: 10853278     EISSN: 1099145X     Source Type: Journal    
DOI: 10.1002/ldr.3405     Document Type: Article
Times cited : (10)

References (30)
  • 2
    • 84922295535 scopus 로고    scopus 로고
    • Effects of farming terraces on hydrological and geomorphological processes. A review
    • Arnaez, J., Lana-Renault, N., Lasanta, T., Ruiz-Flano, P., & Castroviejo, J. (2015). Effects of farming terraces on hydrological and geomorphological processes. A review. Catena, 128, 122–134. https://doi.org/10.1016/j.catena.2015.01.021
    • (2015) Catena , vol.128 , pp. 122-134
    • Arnaez, J.1    Lana-Renault, N.2    Lasanta, T.3    Ruiz-Flano, P.4    Castroviejo, J.5
  • 3
    • 79960675858 scopus 로고    scopus 로고
    • Robust Principal Component Analysis?
    • Candes, E. J., Li, X., Ma, Y., & Wright, J. (2011). Robust Principal Component Analysis? Journal of the ACM, 58, 1–37. https://doi.org/10.1145/1970392.1970395
    • (2011) Journal of the ACM , vol.58 , pp. 1-37
    • Candes, E.J.1    Li, X.2    Ma, Y.3    Wright, J.4
  • 4
    • 85057790273 scopus 로고    scopus 로고
    • Mapping of Olive Trees Using Pansharpened QuickBird Images: An Evaluation of Pixel-and Object-Based Analyses
    • Castillejo-González, I. (2018). Mapping of Olive Trees Using Pansharpened QuickBird Images: An Evaluation of Pixel-and Object-Based Analyses. Agronomy, 8, 288. https://doi.org/10.3390/agronomy8120288
    • (2018) Agronomy , vol.8 , pp. 288
    • Castillejo-González, I.1
  • 5
    • 85028535432 scopus 로고    scopus 로고
    • Effects of terracing practices on water erosion control in China: A meta analysis
    • Chen, D., Wei, W., & Chen, L. (2017). Effects of terracing practices on water erosion control in China: A meta analysis. Earth-Science Reviews, 173, 109–121. https://doi.org/10.1016/j.earscirev.2017.08.007
    • (2017) Earth-Science Reviews , vol.173 , pp. 109-121
    • Chen, D.1    Wei, W.2    Chen, L.3
  • 6
    • 85041117718 scopus 로고    scopus 로고
    • Geographic object-based image analysis (GEOBIA): Emerging trends and future opportunities
    • Chen, G., Weng, Q., Hay, G. J., & He, Y. (2018). Geographic object-based image analysis (GEOBIA): Emerging trends and future opportunities. GIScience & Remote Sensing, 55, 159–182. https://doi.org/10.1080/15481603.2018.1426092
    • (2018) GIScience & Remote Sensing , vol.55 , pp. 159-182
    • Chen, G.1    Weng, Q.2    Hay, G.J.3    He, Y.4
  • 8
    • 84870580129 scopus 로고    scopus 로고
    • Accuracy evaluation of an ASTER-derived global digital elevation model (GDEM) version 1 and version 2 for two sites in Western Africa
    • Chirico, P. G., Malpeli, K. C., & Trimble, S. M. (2012). Accuracy evaluation of an ASTER-derived global digital elevation model (GDEM) version 1 and version 2 for two sites in Western Africa. Giscience & Remote Sensing, 49, 775–801. https://doi.org/10.2747/1548-1603.49.6.775
    • (2012) Giscience & Remote Sensing , vol.49 , pp. 775-801
    • Chirico, P.G.1    Malpeli, K.C.2    Trimble, S.M.3
  • 9
    • 84892987748 scopus 로고    scopus 로고
    • Automatic identification of agricultural terraces through object-oriented analysis of very high resolution DSMs and multispectral imagery obtained from an unmanned aerial vehicle
    • Diaz-Varela, R. A., Zarco-Tejada, P. J., Angileri, V., & Loudjani, P. (2014). Automatic identification of agricultural terraces through object-oriented analysis of very high resolution DSMs and multispectral imagery obtained from an unmanned aerial vehicle. Journal of Environmental Management, 134, 117–126. https://doi.org/10.1016/j.jenvman.2014.01.006
    • (2014) Journal of Environmental Management , vol.134 , pp. 117-126
    • Diaz-Varela, R.A.1    Zarco-Tejada, P.J.2    Angileri, V.3    Loudjani, P.4
  • 10
    • 85014231191 scopus 로고    scopus 로고
    • Identification and classification of structural soil conservation measures based on very high resolution stereo satellite data
    • Eckert, S., Ghebremicael, S. T., Hurni, H., & Kohler, T. (2017). Identification and classification of structural soil conservation measures based on very high resolution stereo satellite data. Journal of Environmental Management, 193, 592–606. https://doi.org/10.1016/j.jenvman.2017.02.061
    • (2017) Journal of Environmental Management , vol.193 , pp. 592-606
    • Eckert, S.1    Ghebremicael, S.T.2    Hurni, H.3    Kohler, T.4
  • 11
    • 85029167042 scopus 로고    scopus 로고
    • Hydrogeomorphic ecosystem responses to natural and anthropogenic changes in the Loess Plateau of China
    • Fu, B., Wang, S., Liu, Y., Liu, J., Liang, W., & Miao, C. (2017). Hydrogeomorphic ecosystem responses to natural and anthropogenic changes in the Loess Plateau of China. Annual Review of Earth and Planetary Sciences, 45, 223–243. https://doi.org/10.1146/annurev-earth-063016-020552
    • (2017) Annual Review of Earth and Planetary Sciences , vol.45 , pp. 223-243
    • Fu, B.1    Wang, S.2    Liu, Y.3    Liu, J.4    Liang, W.5    Miao, C.6
  • 12
    • 84988703621 scopus 로고    scopus 로고
    • Comparison of object-based and pixel-based random forest algorithm for wetland vegetation mapping using high spatial resolution GF-1 and SAR data
    • Fu, B., Wang, Y., Campbell, A., Li, Y., Zhang, B., Yin, S., … Jin, X. (2017). Comparison of object-based and pixel-based random forest algorithm for wetland vegetation mapping using high spatial resolution GF-1 and SAR data. Ecological Indicators, 73, 105–117. https://doi.org/10.1016/j.ecolind.2016.09.029
    • (2017) Ecological Indicators , vol.73 , pp. 105-117
    • Fu, B.1    Wang, Y.2    Campbell, A.3    Li, Y.4    Zhang, B.5    Yin, S.6    Jin, X.7
  • 13
    • 85057976672 scopus 로고    scopus 로고
    • Rapid mapping application of vegetated terraces based on high resolution airborne LiDAR
    • Godone, D., Giordan, D., & Baldo, M. (2018). Rapid mapping application of vegetated terraces based on high resolution airborne LiDAR. Geomatics, Natural Hazards and Risk, 9, 970–985. https://doi.org/10.1080/19475705.2018.1478893
    • (2018) Geomatics, Natural Hazards and Risk , vol.9 , pp. 970-985
    • Godone, D.1    Giordan, D.2    Baldo, M.3
  • 14
    • 67349195450 scopus 로고    scopus 로고
    • Modelling runoff and erosion for a semi-arid catchment using a multi-scale approach based on hydrological connectivity
    • Lesschen, J. P., Schoorl, J. M., & Cammeraat, L. (2009). Modelling runoff and erosion for a semi-arid catchment using a multi-scale approach based on hydrological connectivity. Geomorphology, 109, 174–183. https://doi.org/10.1016/j.geomorph.2009.02.030
    • (2009) Geomorphology , vol.109 , pp. 174-183
    • Lesschen, J.P.1    Schoorl, J.M.2    Cammeraat, L.3
  • 15
    • 84987748851 scopus 로고    scopus 로고
    • Object-based crop classification with Landsat-MODIS enhanced time-series data
    • Li, Q., Wang, C., Zhang, B., & Lu, L. (2015). Object-based crop classification with Landsat-MODIS enhanced time-series data. Remote Sensing, 7, 16091–16107. https://doi.org/10.3390/rs71215820
    • (2015) Remote Sensing , vol.7 , pp. 16091-16107
    • Li, Q.1    Wang, C.2    Zhang, B.3    Lu, L.4
  • 16
    • 85021219961 scopus 로고    scopus 로고
    • A review of supervised object-based land-cover image classification
    • Ma, L., Li, M., Ma, X., Cheng, L., Du, P., & Liu, Y. (2017). A review of supervised object-based land-cover image classification. ISPRS Journal of Photogrammetry and Remote Sensing, 130, 277–293. https://doi.org/10.1016/j.isprsjprs.2017.06.001
    • (2017) ISPRS Journal of Photogrammetry and Remote Sensing , vol.130 , pp. 277-293
    • Ma, L.1    Li, M.2    Ma, X.3    Cheng, L.4    Du, P.5    Liu, Y.6
  • 17
    • 80051945759 scopus 로고    scopus 로고
    • Field mapping and GIS visualisation of quaternary river terrace landforms: An example from the Rio Almanzora, SE Spain
    • Meikle, C., Stokes, M., & Maddy, D. (2010). Field mapping and GIS visualisation of quaternary river terrace landforms: An example from the Rio Almanzora, SE Spain. Journal of Maps, 6, 531–542. https://doi.org/10.4113/jom.2010.1100
    • (2010) Journal of Maps , vol.6 , pp. 531-542
    • Meikle, C.1    Stokes, M.2    Maddy, D.3
  • 18
    • 84996497590 scopus 로고    scopus 로고
    • Comparison of different object-based classifications in LandsatTM images for the analysis of heterogeneous landscapes
    • Reyes, A., Solla, M., & Lorenzo, H. (2017). Comparison of different object-based classifications in LandsatTM images for the analysis of heterogeneous landscapes. Measurement, 97, 29–37. https://doi.org/10.1016/j.measurement.2016.11.012
    • (2017) Measurement , vol.97 , pp. 29-37
    • Reyes, A.1    Solla, M.2    Lorenzo, H.3
  • 19
    • 84908073454 scopus 로고    scopus 로고
    • Selection of less biased threshold angles for SAM classification using the real value-area fractal technique
    • Shahriari, H., Ranjbar, H., Honarmand, M., & Carranza, E. J. M. (2014). Selection of less biased threshold angles for SAM classification using the real value-area fractal technique. Resource Geology, 64, 301–315. https://doi.org/10.1111/rge.12042
    • (2014) Resource Geology , vol.64 , pp. 301-315
    • Shahriari, H.1    Ranjbar, H.2    Honarmand, M.3    Carranza, E.J.M.4
  • 21
    • 85017658421 scopus 로고    scopus 로고
    • Loess landslide inventory map based on GF-1 satellite imagery
    • Sun, W., Tian, Y., Mu, X., Zhai, J., Gao, P., & Zhao, G. (2017). Loess landslide inventory map based on GF-1 satellite imagery. Remote Sensing, 9. https://doi.org/10.3390/rs9040314
    • (2017) Remote Sensing , vol.9
    • Sun, W.1    Tian, Y.2    Mu, X.3    Zhai, J.4    Gao, P.5    Zhao, G.6
  • 22
    • 84934760310 scopus 로고    scopus 로고
    • Soil organic carbon as a function of land use and topography on the Loess Plateau of China
    • Sun, W., Zhu, H., & Guo, S. (2015). Soil organic carbon as a function of land use and topography on the Loess Plateau of China. Ecological Engineering, 83, 249–257. https://doi.org/10.1016/j.ecoleng.2015.06.030
    • (2015) Ecological Engineering , vol.83 , pp. 249-257
    • Sun, W.1    Zhu, H.2    Guo, S.3
  • 23
    • 84916928483 scopus 로고    scopus 로고
    • Terraced landscapes: From an old best practice to a potential hazard for soil degradation due to land abandonment
    • Tarolli, P., Preti, F., & Romano, N. (2014). Terraced landscapes: From an old best practice to a potential hazard for soil degradation due to land abandonment. Anthropocene, 6, 10–25. https://doi.org/10.1016/j.ancene.2014.03.002
    • (2014) Anthropocene , vol.6 , pp. 10-25
    • Tarolli, P.1    Preti, F.2    Romano, N.3
  • 24
    • 85039732569 scopus 로고    scopus 로고
    • Comparison of random forest, k-nearest neighbor, and support vector machine classifiers for land cover classification using Sentinel-2 imagery
    • Thanh Noi, P., & Kappas, M. (2018). Comparison of random forest, k-nearest neighbor, and support vector machine classifiers for land cover classification using Sentinel-2 imagery. Sensors, 18, 18.
    • (2018) Sensors , vol.18 , pp. 18
    • Thanh Noi, P.1    Kappas, M.2
  • 25
    • 84951748522 scopus 로고    scopus 로고
    • Reduced sediment transport in the Yellow River due to anthropogenic changes
    • Wang, S., Fu, B., Piao, S., Lü, Y., Ciais, P., Feng, X., & Wang, Y. (2016). Reduced sediment transport in the Yellow River due to anthropogenic changes. Nature Geoscience, 9, 38–41. https://doi.org/10.1038/ngeo2602
    • (2016) Nature Geoscience , vol.9 , pp. 38-41
    • Wang, S.1    Fu, B.2    Piao, S.3    Lü, Y.4    Ciais, P.5    Feng, X.6    Wang, Y.7
  • 26
    • 84976901272 scopus 로고    scopus 로고
    • Global synthesis of the classifications, distributions, benefits and issues of terracing
    • Wei, W., Chen, D., Wang, L., Daryanto, S., Chen, L., Yu, Y., … Feng, T. (2016). Global synthesis of the classifications, distributions, benefits and issues of terracing. Earth-Science Reviews, 159, 388–403. https://doi.org/10.1016/j.earscirev.2016.06.010
    • (2016) Earth-Science Reviews , vol.159 , pp. 388-403
    • Wei, W.1    Chen, D.2    Wang, L.3    Daryanto, S.4    Chen, L.5    Yu, Y.6    Feng, T.7
  • 27
    • 79957841799 scopus 로고    scopus 로고
    • Analysis of comprehensive benefits of transforming slope farmland to terraces on the Loess Plateau: A case study of the Yangou Watershed in Northern Shaanxi Province, China
    • Xu, Y., Yang, B., Tang, Q., Liu, G., & Liu, P. (2011). Analysis of comprehensive benefits of transforming slope farmland to terraces on the Loess Plateau: A case study of the Yangou Watershed in Northern Shaanxi Province, China. Journal of Mountain Science, 8, 448–457. https://doi.org/10.1007/s11629-011-1058-2
    • (2011) Journal of Mountain Science , vol.8 , pp. 448-457
    • Xu, Y.1    Yang, B.2    Tang, Q.3    Liu, G.4    Liu, P.5
  • 29
    • 85020181267 scopus 로고    scopus 로고
    • Methods for automatic identification and extraction of terraces from high spatial resolution satellite data (China-GF-1)
    • Zhang, Y., Shi, M., Zhao, X., Wang, X., & Luo, Z. (2017). Methods for automatic identification and extraction of terraces from high spatial resolution satellite data (China-GF-1). International Soil and Water Conservation Research, 5, 17–25. https://doi.org/10.1016/j.iswcr.2017.02.002
    • (2017) International Soil and Water Conservation Research , vol.5 , pp. 17-25
    • Zhang, Y.1    Shi, M.2    Zhao, X.3    Wang, X.4    Luo, Z.5
  • 30
    • 85021140708 scopus 로고    scopus 로고
    • Extraction of terraces on the Loess Plateau from high-resolution DEMs and imagery utilizing object-based image analysis
    • Zhao, H. Q., Fang, X., Ding, H., Strobl, J., Xiong, L. Y., Na, J. M., & Tang, G. A. (2017). Extraction of terraces on the Loess Plateau from high-resolution DEMs and imagery utilizing object-based image analysis. ISPRS International Journal of Geo-Information, 6, 157. https://doi.org/10.3390/ijgi6060157
    • (2017) ISPRS International Journal of Geo-Information , vol.6 , pp. 157
    • Zhao, H.Q.1    Fang, X.2    Ding, H.3    Strobl, J.4    Xiong, L.Y.5    Na, J.M.6    Tang, G.A.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.