OOIR: Observatory of International Research

Papers

(The H4-Index of Geocarto International is 26. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 500 papers]. The publications cover those that have been published in the past four years, i.e., from 2019-12-01 to 2023-12-01.)

Article	Citations
Flash-flood susceptibility mapping based on XGBoost, random forest and boosted regression trees	75
Ensemble models of GLM, FDA, MARS, and RF for flood and erosion susceptibility mapping: a priority assessment of sub-basins	62
An ensemble architecture of deep convolutional Segnet and Unet networks for building semantic segmentation from high-resolution aerial images	61
Ensemble modeling of landslide susceptibility using random subspace learner and different decision tree classifiers	53
A new high resolution filter for source edge detection of potential field data	53
Combined use of Sentinel-1 and Sentinel-2 data for improving above-ground biomass estimation	49
Decision tree based ensemble machine learning approaches for landslide susceptibility mapping	47
Spatial mapping of groundwater springs potentiality using grid search-based and genetic algorithm-based support vector regression	42
Novel ensemble machine learning models in flood susceptibility mapping	41
Comparative analysis of gradient boosting algorithms for landslide susceptibility mapping	41
Evaluation efficiency of hybrid deep learning algorithms with neural network decision tree and boosting methods for predicting groundwater potential	40
An interpretable model for the susceptibility of rainfall-induced shallow landslides based on SHAP and XGBoost	40
Rainfall induced landslide susceptibility mapping using novel hybrid soft computing methods based on multi-layer perceptron neural network classifier	37
Mapping of groundwater potential zones using the fuzzy analytic hierarchy process and geospatial technique	35
Toward the development of deep learning analyses for snow avalanche releases in mountain regions	34
Urban flood susceptibility zonation mapping using evidential belief function, frequency ratio and fuzzy gamma operator models in GIS: a case study of Greater Mumbai, Maharashtra, India	32
Land use/land cover and change detection mapping in Rahuri watershed area (MS), India using the google earth engine and machine learning approach	31
Application of deep learning with stratified K-fold for vegetation species discrimation in a protected mountainous region using Sentinel-2 image	30
Artificial neural network and sensitivity analysis in the landslide susceptibility mapping of Idukki district, India	30
Examining LightGBM and CatBoost models for wadi flash flood susceptibility prediction	30
Annual assessment on the relationship between land surface temperature and six remote sensing indices using landsat data from 1988 to 2019	29
Assessing spatio-temporal mapping and monitoring of climatic variability using SPEI and RF machine learning models	29
Edge detection of potential field sources using the softsign function	28
Flash-flood hazard susceptibility mapping in Kangsabati River Basin, India	27
Crop classification in a heterogeneous agricultural environment using ensemble classifiers and single-date Sentinel-2A imagery	27

ASTER and WorldView-3 satellite data for mapping lithology and alteration minerals associated with Pb-Zn mineralization	27
Assessment of PTEs in water resources by integrating HHRISK code, water quality indices, multivariate statistics, and ANNs	26
Semantic segmentation of land cover from high resolution multispectral satellite images by spectral-spatial convolutional neural network	26