CATENA

Papers
(The H4-Index of CATENA is 57. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-03-01 to 2024-03-01.)
ArticleCitations
Comparisons of heuristic, general statistical and machine learning models for landslide susceptibility prediction and mapping256
Comparing the prediction performance of a Deep Learning Neural Network model with conventional machine learning models in landslide susceptibility assessment242
Application of alternating decision tree with AdaBoost and bagging ensembles for landslide susceptibility mapping226
Application of convolutional neural networks featuring Bayesian optimization for landslide susceptibility assessment198
A spatially explicit deep learning neural network model for the prediction of landslide susceptibility190
Effects of manure fertilizer on crop yield and soil properties in China: A meta-analysis182
Long-term impact of topsoil depth and amendments on carbon and nitrogen budgets in the surface layer of an Alfisol in Central Ohio167
GIS-based landslide susceptibility assessment using optimized hybrid machine learning methods166
The effects of biochar addition on soil physicochemical properties: A review154
GIS-based evaluation of landslide susceptibility using hybrid computational intelligence models135
Delineation of groundwater potential zones in a drought-prone semi-arid region of east India using GIS and analytical hierarchical process techniques127
Organic carbon burial and sources in soils of coastal mudflat and mangrove ecosystems122
Landslide susceptibility mapping using multiscale sampling strategy and convolutional neural network: A case study in Jiuzhaigou region121
Contamination characteristics, source apportionment, and health risk assessment of heavy metals in agricultural soil in the Hexi Corridor109
Long-term effectiveness of sustainable land management practices to control runoff, soil erosion, and nutrient loss and the role of rainfall intensity in Mediterranean rainfed agroecosystems106
Large decrease in streamflow and sediment load of Qinghai–Tibetan Plateau driven by future climate change: A case study in Lhasa River Basin105
A hybrid model considering spatial heterogeneity for landslide susceptibility mapping in Zhejiang Province, China104
Exploring effectiveness of frequency ratio and support vector machine models in storm surge flood susceptibility assessment: A study of Sundarban Biosphere Reserve, India94
Conventional and digital soil mapping in Iran: Past, present, and future94
Effectiveness assessment of Keras based deep learning with different robust optimization algorithms for shallow landslide susceptibility mapping at tropical area94
A review of wind erosion models: Data requirements, processes, and validity92
Carbon sequestration and mineralization in soil aggregates under long-term conservation tillage in the North China Plain92
Fast physically-based model for rainfall-induced landslide susceptibility assessment at regional scale91
Investigating the effects of different landslide positioning techniques, landslide partitioning approaches, and presence-absence balances on landslide susceptibility mapping91
Effects of chemical contamination on microscale structural characteristics of intact loess and resultant macroscale mechanical properties90
Time-lagged response of vegetation dynamics to climatic and teleconnection factors89
Evolution in sandstone pore structures with freeze-thaw cycling and interpretation of damage mechanisms in saturated porous rocks88
Coupling RBF neural network with ensemble learning techniques for landslide susceptibility mapping87
Changes in area and water volume of the Aral Sea in the arid Central Asia over the period of 1960–2018 and their causes83
Improving the spatial prediction of soil organic carbon using environmental covariates selection: A comparison of a group of environmental covariates82
A comprehensive exploration of risk assessment and source quantification of potentially toxic elements in road dust: A case study from a large Cu smelter in central China81
Fire severity and soil erosion susceptibility mapping using multi-temporal Earth Observation data: The case of Mati fatal wildfire in Eastern Attica, Greece80
The effect of sample size on different machine learning models for groundwater potential mapping in mountain bedrock aquifers80
Implementation of hybrid particle swarm optimization-differential evolution algorithms coupled with multi-layer perceptron for suspended sediment load estimation79
Contrasting impacts of manure and inorganic fertilizer applications for nine years on soil organic carbon and its labile fractions in bulk soil and soil aggregates79
Spatio-temporal variation characteristics of NDVI and its response to climate on the Loess Plateau from 1985 to 201576
Sediment connectivity concepts and approaches75
Forest soil nutrient stocks along altitudinal range of Uttarakhand Himalayas: An aid to Nature Based Climate Solutions75
Characterization and evolution of three-dimensional microstructure of Malan loess72
Patterns of nitrogen and phosphorus stoichiometry among leaf, stem and root of desert plants and responses to climate and soil factors in Xinjiang, China70
Hyperspectral inversion of soil heavy metals in Three-River Source Region based on random forest model69
Flood susceptibility assessment based on a novel random Naïve Bayes method: A comparison between different factor discretization methods68
Assessment of the impact of LUCC on NPP and its influencing factors in the Yangtze River basin, China68
Predicting soil physical and chemical properties using vis-NIR in Australian cotton areas67
A remote sensing and artificial neural network-based integrated agricultural drought index: Index development and applications66
Uncertainty study of landslide susceptibility prediction considering the different attribute interval numbers of environmental factors and different data-based models65
Effects of wetting-drying cycles and desiccation cracks on mechanical behavior of an unsaturated soil64
Slow-moving landslide risk assessment combining Machine Learning and InSAR techniques62
Effectiveness of re-vegetated forest and grassland on soil erosion control in the semi-arid Loess Plateau62
Landslide susceptibility analyses using Random Forest, C4.5, and C5.0 with balanced and unbalanced datasets61
Quantitative spatial analysis of vegetation dynamics and potential driving factors in a typical alpine region on the northeastern Tibetan Plateau using the Google Earth Engine60
Responses of soil enzyme activity and soil organic carbon stability over time after cropland abandonment in different vegetation zones of the Loess Plateau of China58
Splash erosion affected by initial soil moisture and surface conditions under simulated rainfall58
Clay content mapping and uncertainty estimation using weighted model averaging58
Using hydrological connectivity to detect transitions and degradation thresholds: Applications to dryland systems58
A GIS-based assessment of the potential soil erosion and flood hazard zones in Ekiti State, Southwestern Nigeria using integrated RUSLE and HAND models58
Assessment of climate change impacts on the streamflow for the Mun River in the Mekong Basin, Southeast Asia: Using SWAT model58
Interactive effects of soil amendments (biochar and gypsum) and salinity on ammonia volatilization in coastal saline soil57
GIS-based soil erosion modelling under various steep-slope vineyard practices57
Ensemble learning-based classification models for slope stability analysis57
Contrasting patterns of microbial community and enzyme activity between rhizosphere and bulk soil along an elevation gradient57
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