Gully erosion susceptibility;
Correlation matrix;
Logistic regression model;
Factor clustering;
GIS modeling;
Model validation;
Mayurakshi river basin;
SOIL-EROSION;
LOGISTIC-REGRESSION;
LAND-USE;
SEDIMENT YIELD;
WATER EROSION;
COVER CHANGES;
WEST-BENGAL;
BLACK SOIL;
VEGETATION;
MODEL;
D O I:
10.1007/s10668-018-0224-x
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
The present study assessed the extent to which the gully erosion susceptibility could be successfully modeled in Mayurakshi river basin as a function of four gully controlling factor clusters (topographical, erosivity, erodibility, and resisting). Gully erosion zones have been identified through two different models (correlation matrix and logistic regression) incorporating 15 conditioning indicators. Both the models have generated quite identical result regarding gully erosion susceptibility. It illustrates that extreme erosion-susceptible zones cover almost 16% of the basin area followed by high susceptibility with almost 28% areal coverage. This susceptibility is dominantly confined within the upper catchment. Older and newer alluvial plains of the lower catchment belong to low susceptibility to relatively safe situation. Models are validated by constructing ROC curve and calculating Kappa statistics. Both the approaches certified the validity of the models. The factor clustering shows that the positively influencing clusters like erosivity factors and erodibility factors are playing a dominant role with, respectively, 76 and 75% correlation with gully erosion susceptibility, whereas the resistant factors achieved only 32% correlation which denotes week significance due to containing sparse vegetation cover having low canopy density as well as poor crop management and conservation practice.
机构:
Univ Hormozgan, Fac Agr & Nat Resources Engn, Dept Nat Resources Engn, Bandar Abbas 7916193145, IranUniv Hormozgan, Fac Agr & Nat Resources Engn, Dept Nat Resources Engn, Bandar Abbas 7916193145, Iran
Ahmadpour, Hamed
Bazrafshan, Ommolbanin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hormozgan, Fac Agr & Nat Resources Engn, Dept Nat Resources Engn, Bandar Abbas 7916193145, IranUniv Hormozgan, Fac Agr & Nat Resources Engn, Dept Nat Resources Engn, Bandar Abbas 7916193145, Iran
Bazrafshan, Ommolbanin
Rafiei-Sardooi, Elham
论文数: 0引用数: 0
h-index: 0
机构:
Univ Jiroft, Fac Nat Resources, Dept Ecol Engn, Kerman 7867161167, IranUniv Hormozgan, Fac Agr & Nat Resources Engn, Dept Nat Resources Engn, Bandar Abbas 7916193145, Iran
Rafiei-Sardooi, Elham
Zamani, Hossein
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hormozgan, Fac Sci, Dept Math & Stat, Bandar Abbas 7916193145, IranUniv Hormozgan, Fac Agr & Nat Resources Engn, Dept Nat Resources Engn, Bandar Abbas 7916193145, Iran
Zamani, Hossein
Panagopoulos, Thomas
论文数: 0引用数: 0
h-index: 0
机构:
Univ Algarve, Res Ctr Spatial & Org Dynam, Gambelas Campus, P-8005 Faro, PortugalUniv Hormozgan, Fac Agr & Nat Resources Engn, Dept Nat Resources Engn, Bandar Abbas 7916193145, Iran
机构:
Univ Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, MoroccoUniv Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, Morocco
Hitouri, Sliman
Varasano, Antonietta
论文数: 0引用数: 0
h-index: 0
机构:
CNR, Construct Technol Inst, ITC CNR, I-70124 Bari, ItalyUniv Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, Morocco
Varasano, Antonietta
Mohajane, Meriame
论文数: 0引用数: 0
h-index: 0
机构:
CNR, Construct Technol Inst, ITC CNR, I-70124 Bari, ItalyUniv Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, Morocco
Mohajane, Meriame
Ijlil, Safae
论文数: 0引用数: 0
h-index: 0
机构:
Moulay Ismail Univ, Fac Sci, Dept Geol, Geoengn & Environm Lab,Water Sci & Environm Engn, Meknes 50050, MoroccoUniv Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, Morocco
Ijlil, Safae
Essahlaoui, Narjisse
论文数: 0引用数: 0
h-index: 0
机构:
Moulay Ismail Univ, Fac Sci, Dept Geol, Geoengn & Environm Lab,Water Sci & Environm Engn, Meknes 50050, MoroccoUniv Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, Morocco
Essahlaoui, Narjisse
Ali, Sk Ajim
论文数: 0引用数: 0
h-index: 0
机构:
Aligarh Muslim Univ AMU, Fac Sci, Dept Geog, Aligarh 202002, Uttar Pradesh, IndiaUniv Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, Morocco
Ali, Sk Ajim
Essahlaoui, Ali
论文数: 0引用数: 0
h-index: 0
机构:
Moulay Ismail Univ, Fac Sci, Dept Geol, Geoengn & Environm Lab,Water Sci & Environm Engn, Meknes 50050, MoroccoUniv Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, Morocco
Essahlaoui, Ali
Quoc Bao Pham
论文数: 0引用数: 0
h-index: 0
机构:
Thu Dau Mot Univ, Inst Appl Technol, Thu Dau Mot City 820000, VietnamUniv Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, Morocco
Quoc Bao Pham
Waleed, Mirza
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Baptist Univ, Dept Geog, Hong Kong, Peoples R ChinaUniv Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, Morocco
Waleed, Mirza
Palateerdham, Sasi Kiran
论文数: 0引用数: 0
h-index: 0
机构:
Univ Roma La Sapienza, Sch Aerosp Engn, I-00138 Rome, ItalyUniv Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, Morocco
Palateerdham, Sasi Kiran
Teodoro, Ana Claudia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Porto, Fac Sci, Earth Sci Inst ICT, P-4169007 Porto, Portugal
Univ Porto, Fac Sci, Dept Geosci Environm & Land Planning, P-4169007 Porto, PortugalUniv Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, Morocco
机构:
Univ Hormozgan, Fac Agr & Nat Resources Engn, Dept Nat Resources Engn, Bandar Abbas 7916193145, IranUniv Hormozgan, Fac Agr & Nat Resources Engn, Dept Nat Resources Engn, Bandar Abbas 7916193145, Iran
Ahmadpour, Hamed
Bazrafshan, Ommolbanin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hormozgan, Fac Agr & Nat Resources Engn, Dept Nat Resources Engn, Bandar Abbas 7916193145, IranUniv Hormozgan, Fac Agr & Nat Resources Engn, Dept Nat Resources Engn, Bandar Abbas 7916193145, Iran
Bazrafshan, Ommolbanin
Rafiei-Sardooi, Elham
论文数: 0引用数: 0
h-index: 0
机构:
Univ Jiroft, Fac Nat Resources, Dept Ecol Engn, Kerman 7867161167, IranUniv Hormozgan, Fac Agr & Nat Resources Engn, Dept Nat Resources Engn, Bandar Abbas 7916193145, Iran
Rafiei-Sardooi, Elham
Zamani, Hossein
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hormozgan, Fac Sci, Dept Math & Stat, Bandar Abbas 7916193145, IranUniv Hormozgan, Fac Agr & Nat Resources Engn, Dept Nat Resources Engn, Bandar Abbas 7916193145, Iran
Zamani, Hossein
Panagopoulos, Thomas
论文数: 0引用数: 0
h-index: 0
机构:
Univ Algarve, Res Ctr Spatial & Org Dynam, Gambelas Campus, P-8005 Faro, PortugalUniv Hormozgan, Fac Agr & Nat Resources Engn, Dept Nat Resources Engn, Bandar Abbas 7916193145, Iran
机构:
Univ Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, MoroccoUniv Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, Morocco
Hitouri, Sliman
Varasano, Antonietta
论文数: 0引用数: 0
h-index: 0
机构:
CNR, Construct Technol Inst, ITC CNR, I-70124 Bari, ItalyUniv Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, Morocco
Varasano, Antonietta
Mohajane, Meriame
论文数: 0引用数: 0
h-index: 0
机构:
CNR, Construct Technol Inst, ITC CNR, I-70124 Bari, ItalyUniv Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, Morocco
Mohajane, Meriame
Ijlil, Safae
论文数: 0引用数: 0
h-index: 0
机构:
Moulay Ismail Univ, Fac Sci, Dept Geol, Geoengn & Environm Lab,Water Sci & Environm Engn, Meknes 50050, MoroccoUniv Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, Morocco
Ijlil, Safae
Essahlaoui, Narjisse
论文数: 0引用数: 0
h-index: 0
机构:
Moulay Ismail Univ, Fac Sci, Dept Geol, Geoengn & Environm Lab,Water Sci & Environm Engn, Meknes 50050, MoroccoUniv Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, Morocco
Essahlaoui, Narjisse
Ali, Sk Ajim
论文数: 0引用数: 0
h-index: 0
机构:
Aligarh Muslim Univ AMU, Fac Sci, Dept Geog, Aligarh 202002, Uttar Pradesh, IndiaUniv Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, Morocco
Ali, Sk Ajim
Essahlaoui, Ali
论文数: 0引用数: 0
h-index: 0
机构:
Moulay Ismail Univ, Fac Sci, Dept Geol, Geoengn & Environm Lab,Water Sci & Environm Engn, Meknes 50050, MoroccoUniv Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, Morocco
Essahlaoui, Ali
Quoc Bao Pham
论文数: 0引用数: 0
h-index: 0
机构:
Thu Dau Mot Univ, Inst Appl Technol, Thu Dau Mot City 820000, VietnamUniv Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, Morocco
Quoc Bao Pham
Waleed, Mirza
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Baptist Univ, Dept Geog, Hong Kong, Peoples R ChinaUniv Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, Morocco
Waleed, Mirza
Palateerdham, Sasi Kiran
论文数: 0引用数: 0
h-index: 0
机构:
Univ Roma La Sapienza, Sch Aerosp Engn, I-00138 Rome, ItalyUniv Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, Morocco
Palateerdham, Sasi Kiran
Teodoro, Ana Claudia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Porto, Fac Sci, Earth Sci Inst ICT, P-4169007 Porto, Portugal
Univ Porto, Fac Sci, Dept Geosci Environm & Land Planning, P-4169007 Porto, PortugalUniv Ibn Tofail, Fac Sci, Dept Geol, Geosci Lab, BP 133, Kenitra 14000, Morocco