OOIR: Observatory of International Research

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 2020-05-01 to 2024-05-01.)

Article	Citations
Comparisons of heuristic, general statistical and machine learning models for landslide susceptibility prediction and mapping	277
Comparing the prediction performance of a Deep Learning Neural Network model with conventional machine learning models in landslide susceptibility assessment	253
A spatially explicit deep learning neural network model for the prediction of landslide susceptibility	197
Effects of manure fertilizer on crop yield and soil properties in China: A meta-analysis	196
GIS-based landslide susceptibility assessment using optimized hybrid machine learning methods	178
The effects of biochar addition on soil physicochemical properties: A review	174
Long-term impact of topsoil depth and amendments on carbon and nitrogen budgets in the surface layer of an Alfisol in Central Ohio	170
GIS-based evaluation of landslide susceptibility using hybrid computational intelligence models	141
Delineation of groundwater potential zones in a drought-prone semi-arid region of east India using GIS and analytical hierarchical process techniques	132
Landslide susceptibility mapping using multiscale sampling strategy and convolutional neural network: A case study in Jiuzhaigou region	130
Contamination characteristics, source apportionment, and health risk assessment of heavy metals in agricultural soil in the Hexi Corridor	120
A hybrid model considering spatial heterogeneity for landslide susceptibility mapping in Zhejiang Province, China	115
Exploring effectiveness of frequency ratio and support vector machine models in storm surge flood susceptibility assessment: A study of Sundarban Biosphere Reserve, India	100
Effectiveness assessment of Keras based deep learning with different robust optimization algorithms for shallow landslide susceptibility mapping at tropical area	97
Time-lagged response of vegetation dynamics to climatic and teleconnection factors	97
Carbon sequestration and mineralization in soil aggregates under long-term conservation tillage in the North China Plain	95
Conventional and digital soil mapping in Iran: Past, present, and future	95
Fast physically-based model for rainfall-induced landslide susceptibility assessment at regional scale	95
Coupling RBF neural network with ensemble learning techniques for landslide susceptibility mapping	94
Effects of chemical contamination on microscale structural characteristics of intact loess and resultant macroscale mechanical properties	92
Evolution in sandstone pore structures with freeze-thaw cycling and interpretation of damage mechanisms in saturated porous rocks	92
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 China	87
Improving the spatial prediction of soil organic carbon using environmental covariates selection: A comparison of a group of environmental covariates	85
Changes in area and water volume of the Aral Sea in the arid Central Asia over the period of 1960–2018 and their causes	84
Contrasting impacts of manure and inorganic fertilizer applications for nine years on soil organic carbon and its labile fractions in bulk soil and soil aggregates	83

Spatio-temporal variation characteristics of NDVI and its response to climate on the Loess Plateau from 1985 to 2015	82
Implementation of hybrid particle swarm optimization-differential evolution algorithms coupled with multi-layer perceptron for suspended sediment load estimation	82
Forest soil nutrient stocks along altitudinal range of Uttarakhand Himalayas: An aid to Nature Based Climate Solutions	79
Hyperspectral inversion of soil heavy metals in Three-River Source Region based on random forest model	78
Sediment connectivity concepts and approaches	77
Assessment of the impact of LUCC on NPP and its influencing factors in the Yangtze River basin, China	76
Patterns of nitrogen and phosphorus stoichiometry among leaf, stem and root of desert plants and responses to climate and soil factors in Xinjiang, China	75
Characterization and evolution of three-dimensional microstructure of Malan loess	73
Uncertainty study of landslide susceptibility prediction considering the different attribute interval numbers of environmental factors and different data-based models	72
Flood susceptibility assessment based on a novel random Naïve Bayes method: A comparison between different factor discretization methods	70
Effects of wetting-drying cycles and desiccation cracks on mechanical behavior of an unsaturated soil	70
Landslide susceptibility analyses using Random Forest, C4.5, and C5.0 with balanced and unbalanced datasets	69
Predicting soil physical and chemical properties using vis-NIR in Australian cotton areas	68
Slow-moving landslide risk assessment combining Machine Learning and InSAR techniques	67
Effectiveness of re-vegetated forest and grassland on soil erosion control in the semi-arid Loess Plateau	65
Quantitative spatial analysis of vegetation dynamics and potential driving factors in a typical alpine region on the northeastern Tibetan Plateau using the Google Earth Engine	64
A GIS-based assessment of the potential soil erosion and flood hazard zones in Ekiti State, Southwestern Nigeria using integrated RUSLE and HAND models	62
Hydrogeochemical insights into the signatures, genesis and sustainable perspective of nitrate enriched groundwater in the piedmont of Hutuo watershed, China	62
Interactive effects of soil amendments (biochar and gypsum) and salinity on ammonia volatilization in coastal saline soil	61
Contrasting patterns of microbial community and enzyme activity between rhizosphere and bulk soil along an elevation gradient	60
Ensemble learning-based classification models for slope stability analysis	60
GIS-based soil erosion modelling under various steep-slope vineyard practices	59
Assessment of climate change impacts on the streamflow for the Mun River in the Mekong Basin, Southeast Asia: Using SWAT model	59
Clay content mapping and uncertainty estimation using weighted model averaging	59
Responses of soil enzyme activity and soil organic carbon stability over time after cropland abandonment in different vegetation zones of the Loess Plateau of China	59
Three-dimensional dynamic characteristics of vegetation and its response to climatic factors in the Qilian Mountains	58
Drought stress induced increase of fungi:bacteria ratio in a poplar plantation	58
Splash erosion affected by initial soil moisture and surface conditions under simulated rainfall	58
Long term impact of different tillage systems on carbon pools and stocks, soil bulk density, aggregation and nutrients: A field meta-analysis	57
Impact of evaporation on groundwater salinity in the arid coastal aquifer, Western Saudi Arabia	57
Organic carbon, nitrogen accumulation, and soil aggregate dynamics as affected by vegetation restoration patterns in the Loess Plateau of China	57
The influence of the inventory on the determination of the rainfall-induced shallow landslides susceptibility using generalized additive models	57