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100 _a20230113a2022 k y0engy50 ba
101 0 _aeng
102 _aGB
135 _adrcn ---uucaa
181 0 _ai
182 0 _ab
200 1 _aLandslide susceptibility zoning in surface coal mining areas: a case study Elga field in Russia
_fL. A. Strokova
203 _aText
_celectronic
300 _aTitle screen
330 _aThe hillsides of the area Elga coal field are prone to landslides. Therefore, it is vitally important to produce a landslide susceptibility map of this region. For this purpose, nine thematic layers were prepared for the factors controlling the occurrence of landslides. We calculated the weight of each factor in the susceptibility modeling using two approaches, namely, statistical analysis (frequency ratio, FR) and analytical hierarchy process (AHP). Geological features (genetic types, age, and lithology), slope, distance to fault and distance to stream data layers were found to be important factors in the study area. The final susceptibility map was created by adding the weighted thematic maps and reclassifying the raster into five classes according to the degree of susceptibility. Finally, the two maps were compared to evaluate the accuracy of two methods. It was found that only 4% of the territory is characterized by very high landslide susceptibility. The accuracy of the model was checked using the area under the curve index (AUC) during of the receiver operating characteristic (ROC) analysis. The results showed that the AUC values for success rate were 0.857 and 0.875 for FR and AHP models, respectively. The AUC values of predictive rate were 0.950 and 0.968 respectively, confirming the efficiency of the adopted methodology.
333 _aРежим доступа: по договору с организацией-держателем ресурса
461 _tArabian Journal of Geosciences
463 _tVol. 15. iss. 2
_v[146, 17 p.]
_d2022
610 1 _aэлектронный ресурс
610 1 _aтруды учёных ТПУ
610 1 _alandslide
610 1 _asusceptibility
610 1 _azoning
610 1 _ayakutia
700 1 _aStrokova
_bL. A.
_cgeologist
_cProfessor of Tomsk Polytechnic University, doctor of geological-mineralogical Sciences
_f1963-
_gLudmila Aleksandrovna
_2stltpush
_3(RuTPU)RU\TPU\pers\34021
712 0 2 _aНациональный исследовательский Томский политехнический университет
_bИнженерная школа природных ресурсов
_bОтделение геологии
_h8083
_2stltpush
_3(RuTPU)RU\TPU\col\23542
801 2 _aRU
_b63413507
_c20230113
_gRCR
856 4 _uhttps://doi.org/10.1007/s12517-021-09314-2
942 _cCF