相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Modeling flood susceptibility using data-driven approaches of naive Bayes tree, alternating decision tree, and random forest methods
Wei Chen et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2020)
Evaluation of Recent Advanced Soft Computing Techniques for Gully Erosion Susceptibility Mapping: A Comparative Study
Alireza Arabameri et al.
SENSORS (2020)
The Classification Performance and Mechanism of Machine Learning Algorithms in Winter Wheat Mapping Using Sentinel-2 10 m Resolution Imagery
Peng Fang et al.
APPLIED SCIENCES-BASEL (2020)
Comparison of Random Forest Model and Frequency Ratio Model for Landslide Susceptibility Mapping (LSM) in Yunyang County (Chongqing, China)
Yue Wang et al.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2020)
Gully erosion zonation mapping using integrated geographically weighted regression with certainty factor and random forest models in GIS
Alireza Arabameri et al.
JOURNAL OF ENVIRONMENTAL MANAGEMENT (2019)
Modelling gully-erosion susceptibility in a semi-arid region, Iran: Investigation of applicability of certainty factor and maximum entropy models
Ali Azareh et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2019)
Gully headcut susceptibility modeling using functional trees, naive Bayes tree, and random forest models
Mohsen Hosseinalizadeh et al.
GEODERMA (2019)
Assessment of Landslide Susceptibility Using Statistical- and Artificial Intelligence-Based FR-RF Integrated Model and Multiresolution DEMs
Alireza Arabameri et al.
REMOTE SENSING (2019)
Landslide Susceptibility Mapping Based on Random Forest and Boosted Regression Tree Models, and a Comparison of Their Performance
Soyoung Park et al.
APPLIED SCIENCES-BASEL (2019)
Gully erosion susceptibility assessment and management of hazard-prone areas in India using different machine learning algorithms
Amiya Gayen et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2019)
Testing a New Ensemble Model Based on SVM and Random Forest in Forest Fire Susceptibility Assessment and Its Mapping in Serbia's Tara National Park
Ljubomir Gigovic et al.
FORESTS (2019)
Land subsidence susceptibility assessment using random forest machine learning algorithm
Majid Mohammady et al.
ENVIRONMENTAL EARTH SCIENCES (2019)
Evaluation of factors affecting gully headcut location using summary statistics and the maximum entropy model: Golestan Province, NE Iran
Narges Kariminejad et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2019)
A Novel Performance Assessment Approach Using Photogrammetric Techniques for Landslide Susceptibility Mapping with Logistic Regression, ANN and Random Forest
Eray Sevgen et al.
SENSORS (2019)
Improving GIS-Based Landslide Susceptibility Assessments with Multi-temporal Remote Sensing and Machine Learning
Jhe-Syuan Lai et al.
SENSORS (2019)
Erosion hotspot identification in the sub-humid Ethiopian highlands
Demesew A. Mhiret et al.
ECOHYDROLOGY & HYDROBIOLOGY (2019)
Gully Erosion Susceptibility Mapping Using Multivariate Adaptive Regression Splines-Replications and Sample Size Scenarios
Narges Javidan et al.
WATER (2019)
Comparative assessment using boosted regression trees, binary logistic regression, frequency ratio and numerical risk factor for gully erosion susceptibility modelling
Alireza Arabarneri et al.
CATENA (2019)
Self-Learning Random Forests Model for Mapping Groundwater Yield in Data-Scarce Areas
Maher Ibrahim Sameen et al.
NATURAL RESOURCES RESEARCH (2019)
Modelling terrain erosion susceptibility of logged and regenerated forested region in northern Borneo through the Analytical Hierarchy Process (AHP) and GIS techniques
H. Vijith et al.
GEOENVIRONMENTAL DISASTERS (2019)
Causes and Controlling Factors of Valley Bottom Gullies
Selamawit Amare et al.
LAND (2019)
Spatial modelling of gully erosion in Mazandaran Province, northern Iran
Mohsen Zabihi et al.
CATENA (2018)
Evaluating erosion control practices in an actively gullying watershed in the highlands of Ethiopia
Getaneh K. Ayele et al.
EARTH SURFACE PROCESSES AND LANDFORMS (2018)
Participatory assessment of soil erosion severity and performance of mitigation measures using stakeholder workshops in Koga catchment, Ethiopia
Walle Jemberu et al.
JOURNAL OF ENVIRONMENTAL MANAGEMENT (2018)
Gullies, a critical link in landscape soil loss: A case study in the subhumid highlands of Ethiopia
Assefa D. Zegeye et al.
LAND DEGRADATION & DEVELOPMENT (2018)
A suite of global, cross-scale topographic variables for environmental and biodiversity modeling
Giuseppe Amatulli et al.
SCIENTIFIC DATA (2018)
A GIS-based approach for gully erosion susceptibility modelling using bivariate statistics methods in the Ourika watershed, Morocco
Modeste Meliho et al.
ENVIRONMENTAL EARTH SCIENCES (2018)
GIS-based gully erosion susceptibility mapping: a comparison among three data-driven models and AHP knowledge-based technique
Alireza Arabameri et al.
ENVIRONMENTAL EARTH SCIENCES (2018)
DECADAL TRENDS OF SOIL LOSS AND RUNOFF IN THE KOGA CATCHMENT, NORTHWESTERN ETHIOPIA
Eleni Yeshaneh et al.
LAND DEGRADATION & DEVELOPMENT (2017)
REDUCING SEDIMENT CONNECTIVITY THROUGH MAN-MADE AND NATURAL SEDIMENT SINKS IN THE MINIZR CATCHMENT, NORTHWEST ETHIOPIA
Mulatie Mekonnen et al.
LAND DEGRADATION & DEVELOPMENT (2017)
Evaluation of different machine learning models for predicting and mapping the susceptibility of gully erosion
Omid Rahmati et al.
GEOMORPHOLOGY (2017)
GULLY HEAD RETREAT IN THE SUB-HUMID ETHIOPIAN HIGHLANDS: THE ENE-CHILALA CATCHMENT
Meseret B. Addisie et al.
LAND DEGRADATION & DEVELOPMENT (2017)
Evaluating the influence of geo-environmental factors on gully erosion in a semi-arid region of Iran: An integrated framework
Omid Rahmati et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2017)
Application of weights-of-evidence (WoE) and evidential belief function (EBF) models for the delineation of soil erosion vulnerable zones: a study on Pathro river basin, Jharkhand, India
Amiya Gayen et al.
MODELING EARTH SYSTEMS AND ENVIRONMENT (2017)
Estimating soil erosion risk and evaluating erosion control measures for soil conservation planning at Koga watershed in the highlands of Ethiopia
Tegegne Molla et al.
SOLID EARTH (2017)
Revisiting storm runoff processes in the upper Blue Nile basin: The Debre Mawi watershed
Seifu A. Tilahun et al.
CATENA (2016)
Application of GIS-based data driven random forest and maximum entropy models for groundwater potential mapping: A case study at Mehran Region, Iran
Omid Rahmati et al.
CATENA (2016)
Gully erosion susceptibility mapping: the role of GIS-based bivariate statistical models and their comparison
Omid Rahmati et al.
NATURAL HAZARDS (2016)
Integrated Solutions for Combating Gully Erosion in Areas Prone to Soil Piping: Innovations from the Drylands of Northern Ethiopia
Amaury Frankl et al.
LAND DEGRADATION & DEVELOPMENT (2016)
Morphological dynamics of gully systems in the subhumid Ethiopian Highlands: the Debre Mawi watershed
Assefa D. Zegeye et al.
SOIL (2016)
Impact of conservation practices on runoff and soil loss in the sub-humid Ethiopian Highlands: The Debre Mawi watershed
Dessalegn C. Dagnew et al.
JOURNAL OF HYDROLOGY AND HYDROMECHANICS (2015)
Using topographical attributes to evaluate gully erosion proneness (susceptibility) in two mediterranean basins: advantages and limitations
Alvaro Gomez-Gutierrez et al.
NATURAL HAZARDS (2015)
Gully development in eastern Romania: a case study from Falciu Hills
Ion Ionita et al.
NATURAL HAZARDS (2015)
Impact of papyrus wetland encroachment on spatial and temporal variabilities of stream flow and sediment export from wet tropical catchments
N. Ryken et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2015)
SEASONAL SURFACE DRAINAGE OF SLOPING FARMLAND: A REVIEW OF ITS HYDROGEOMORPHIC IMPACTS
Elise Monsieurs et al.
LAND DEGRADATION & DEVELOPMENT (2015)
Modeling of potential gully erosion hazard using geo-spatial technology at Garbheta block, West Bengal in India
Pravat Kumar Shit et al.
MODELING EARTH SYSTEMS AND ENVIRONMENT (2015)
Factors controlling the morphology and volume (V)-length (L) relations of permanent gullies in the northern Ethiopian Highlands
Amaury Frankl et al.
EARTH SURFACE PROCESSES AND LANDFORMS (2013)
Gully head retreat rates in the semi-arid highlands of Northern Ethiopia
Amaury Frankl et al.
GEOMORPHOLOGY (2012)
An Evaluation of Bagging, Boosting, and Random Forests for Land-Cover Classification in Cape Cod, Massachusetts, USA
Bardan Ghimire et al.
GISCIENCE & REMOTE SENSING (2012)
THE ONSITE COST OF GULLY EROSION AND COST-BENEFIT OF GULLY REHABILITATION: A CASE STUDY IN ETHIOPIA
T. W. Yitbarek et al.
LAND DEGRADATION & DEVELOPMENT (2012)
Land reclamation using reservoir sediments in Tigray, northern Ethiopia
Gebreyohannes Girmay et al.
SOIL USE AND MANAGEMENT (2012)
Effects of vegetation and slope aspect on water budget in the hill and gully region of the Loess Plateau of China
Li Wang et al.
CATENA (2011)
Mapping erosion susceptibility by a multivariate statistical method: A case study from the Ayvalik region, NW Turkey
Aykut Akgun et al.
COMPUTERS & GEOSCIENCES (2011)
Geomorphology and GIS analysis for mapping gully erosion susceptibility in the Turbolo stream catchment (Northern Calabria, Italy)
Massimo Conforti et al.
NATURAL HAZARDS (2011)
An approach to computing topographic wetness index based on maximum downslope gradient
Cheng-Zhi Qin et al.
PRECISION AGRICULTURE (2011)
Impact of land use on physico-chemical and hydrological properties of ustifluvent soils in riparian zone of river Yamuna, India
Pramod Jha et al.
AGROFORESTRY SYSTEMS (2010)
Soil degradation: a problem threatening the sustainable development of agriculture in Northeast China
X. B. Liu et al.
PLANT SOIL AND ENVIRONMENT (2010)
Surface and subsurface flow effect on permanent gully formation and upland erosion near Lake Tana in the northern highlands of Ethiopia
T. Y. Tebebu et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2010)
Rank-collapse processes in a valley-bottom gully, western Iowa
John T. Thomas et al.
EARTH SURFACE PROCESSES AND LANDFORMS (2009)
Gully erosion processes: monitoring and modelling
J. Casali et al.
EARTH SURFACE PROCESSES AND LANDFORMS (2009)
GULLY EROSION, LAND USE AND TOPOGRAPHICAL THRESHOLDS DURING THE LAST 60 YEARS IN A SMALL RANGELAND CATCHMENT IN SW SPAIN
Alvaro Gomez Gutierrez et al.
LAND DEGRADATION & DEVELOPMENT (2009)
Dynamics of soil erosion rates and controlling factors in the Northern Ethiopian Highlands - towards a sediment budget
Jan Nyssen et al.
EARTH SURFACE PROCESSES AND LANDFORMS (2008)
A caution regarding rules of thumb for variance inflation factors
Robert M. O'Brien
QUALITY & QUANTITY (2007)
Assessing the potential of changing land use for reducing soil erosion and sediment yield of catchments: a case study in the highlands of northern Ethiopia
L. Tamene et al.
SOIL USE AND MANAGEMENT (2007)
Reservoirs in Tigray (Northern Ethiopia): Characteristics and sediment deposition problems
N Haregeweyn et al.
LAND DEGRADATION & DEVELOPMENT (2006)
Mapping invasive plants using hyperspectral imagery and Breiman Cutler classifications (RandomForest)
RL Lawrence et al.
REMOTE SENSING OF ENVIRONMENT (2006)
Assessment of gully erosion rates through interviews and measurements: a case study from northern Ethiopia
J Nyssen et al.
EARTH SURFACE PROCESSES AND LANDFORMS (2006)
Gully erosion: Impacts, factors and control
C Valentin et al.
CATENA (2005)
Human impact on the environment in the Ethiopian and Eritrean highlands - a state of the art
J Nyssen et al.
EARTH-SCIENCE REVIEWS (2004)
Gully erosion and environmental change: importance and research needs
J Poesen et al.
CATENA (2003)
Land use change and gully formation over the last 200 years in a hilly catchment
G Gabris et al.
CATENA (2003)
Geomorphological investigation on gully erosion in the Rift Valley and the northern highlands of Ethiopia
P Billi et al.
CATENA (2003)
Impact of road building on gully erosion risk: A case study from the northern Ethiopian Highlands
J Nyssen et al.
EARTH SURFACE PROCESSES AND LANDFORMS (2002)
Wetting rate, sodicity, and soil texture effects on infiltration rate and runoff
AI Mamedov et al.
AUSTRALIAN JOURNAL OF SOIL RESEARCH (2001)