OOIR: Observatory of International Research

Papers

(The TQCC of Geomatics Natural Hazards & Risk is 9. 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 2020-04-01 to 2024-04-01.)

Article	Citations
A comparison among fuzzy multi-criteria decision making, bivariate, multivariate and machine learning models in landslide susceptibility mapping	83
Influence of DEM resolution on landslide simulation performance based on the Scoops3D model	52
Risk assessment of geohazards along Cheng-Kun railway using fuzzy AHP incorporated into GIS	48
Prediction of gully erosion susceptibility mapping using novel ensemble machine learning algorithms	48
Mobile 3D scan LiDAR: a literature review	45
Forest fire monitoring using spatial-statistical and Geo-spatial analysis of factors determining forest fire in Margalla Hills, Islamabad, Pakistan	44
Comparison of multi-criteria-analytical hierarchy process and machine learning-boosted tree models for regional flood susceptibility mapping: a case study from Slovakia	44
Sea level prediction using ARIMA, SVR and LSTM neural network: assessing the impact of ensemble Ocean-Atmospheric processes on models’ accuracy	43
A comprehensive assessment of remote sensing and traditional based drought monitoring indices at global and regional scale	37
Spatial–temporal evolution patterns of soil erosion in the Yellow River Basin from 1990 to 2015: impacts of natural factors and land use change	35
GIS-based multi-criteria analysis for flood prone areas mapping in the trans-boundary Shatt Al-Arab basin, Iraq-Iran	34
Droughts over Pakistan: possible cycles, precursors and associated mechanisms	34
GIS and remote sensing-based assessment of soil erosion risk using RUSLE model in South-Kivu province, eastern, Democratic Republic of Congo	33
Triggering mechanism and possible evolution process of the ancient Qingshi landslide in the Three Gorges Reservoir	33
A novel remote sensing monitoring index of salinization based on three-dimensional feature space model and its application in the Yellow River Delta of China	33
Cyclone vulnerability assessment of the western coast of Bangladesh	32
Detection of areas prone to flood risk using state-of-the-art machine learning models	31
Assessing the spatio-temporal variability of NDVI and VCI as indices of crops productivity in Ethiopia: a remote sensing approach	31
Prediction of hourly air temperature based on CNN–LSTM	29
Assessment of the performance of GIS-based analytical hierarchical process (AHP) approach for flood modelling in Uttar Dinajpur district of West Bengal, India	29
Flood susceptibility mapping using meta-heuristic algorithms	28
Landslide susceptibility mapping using MT-InSAR and AHP enabled GIS-based multi-criteria decision analysis	28
Health risk assessment of potentially toxic elements in Maros karst groundwater: a Monte Carlo simulation approach	28
Geospatial analysis of September, 2019 floods in the lower gangetic plains of Bihar using multi-temporal satellites and river gauge data	27
Revisiting 2013 Uttarakhand flash floods through hydrological evaluation of precipitation data sources and morphometric prioritization	27

Spatiotemporal shifts in thermal climate in responses to urban cover changes: a-case analysis of major cities in Punjab, Pakistan	25
Land degradation and metropolitan expansion in a peri-urban environment	25
Risk mitigation for rockfall hazards in steeply dipping coal seam: a case study in Xinjiang, northwestern China	25
Analyzing urban growth and land cover change scenario in Lagos, Nigeria using multi-temporal remote sensing data and GIS to mitigate flooding	25
Dynamic triggering mechanism of the Pusa mining-induced landslide in Nayong County, Guizhou Province, China	24
Spatial assessment of drought vulnerability using fuzzy-analytical hierarchical process: a case study at the Indian state of Odisha	24
Forest fire susceptibility assessment using google earth engine in Gangwon-do, Republic of Korea	23
Integrating multilayer perceptron neural nets with hybrid ensemble classifiers for deforestation probability assessment in Eastern India	22
Evaluation of soil erosion and sediment yield spatio-temporal pattern during 1990–2019	22
Integrated geophysical technique for groundwater salinity delineation, an approach to agriculture sustainability for Nankana Sahib Area, Pakistan	21
Multi-scenario landscape ecological risk assessment based on Markov–FLUS composite model	21
Carbon storage simulation and analysis in Beijing-Tianjin-Hebei region based on CA-plus model under dual-carbon background	20
Dynamic status of land surface temperature and spectral indices in Imphal city, India from 1991 to 2021	20
AE energy evolution during CJB fracture affected by rock heterogeneity and column irregularity under lateral pressure	20
Multi-Regional landslide detection using combined unsupervised and supervised machine learning	19
Revealing the socio-economic vulnerability and multi-hazard risks at micro-administrative units in the coastal plains of Tamil Nadu, India	19
Modelling and predicting landslide displacements and uncertainties by multiple machine-learning algorithms: application to Baishuihe landslide in Three Gorges Reservoir, China	19
Water yield service influence by climate and land use change based on InVEST model in the monsoon hilly watershed in South China	18
Exploring the relationship between the built environment and block vitality based on multi-source big data: an analysis in Shenzhen, China	17
Catastrophic ice-debris flow in the Rishiganga River, Chamoli, Uttarakhand (India)	17
Hurricane damage assessment using coupled convolutional neural networks: a case study of hurricane Michael	17
Study on multi-field catastrophe evolution laws of water inrush from concealed karst cave in roadway excavation: a case of Jiyuan coal mine	17
Investigation and mechanism analysis of disasters under Hokkaido Eastern Iburi earthquake	17
A LightGBM-based landslide susceptibility model considering the uncertainty of non-landslide samples	16
Robustness analysis of machine learning classifiers in predicting spatial gully erosion susceptibility with altered training samples	16
Monitoring of Maskun landslide and determining its quantitative relationship to different climatic conditions using D-InSAR and PSI techniques	16
Analysis of probability matrix model for seismic damage vulnerability of highway bridges	16
Changes of extreme high temperature and heavy precipitation in the Guangdong-Hong Kong-Macao Greater Bay Area	16
Progressive destabilization and triggering mechanism analysis using multiple data for Chamoli rockslide of 7 February 2021	16
Critical point on housing construction, resilience and family subjective welfare after disaster: Notes from the Lombok, Indonesia, earthquake sequence of July-August 2018	15
Understanding temporary reduction in atmospheric pollution and its impacts on coastal aquatic system during COVID-19 lockdown: a case study of South Asia	15
Spatial prediction of shallow landslide: application of novel rotational forest-based reduced error pruning tree	15
A holistic view of Shisper Glacier surge and outburst floods: from physical processes to downstream impacts	15
Impacts of reduced deposition of atmospheric nitrogen on coastal marine eco-system during substantial shift in human activities in the twenty-first century	15
Construction solid waste landfills: risk assessment and monitoring by fibre optic sensing technique	15
COVID-19 lockdown effect on land surface temperature and normalized difference vegetation index	15
Impacts of longwall mining speeds on permeability of weakly cemented strata and subsurface watertable: a case study	15
Risk assessment of rainstorm disasters in the Guangdong–Hong Kong–Macao greater Bay area of China during 1990–2018	14
Multi-source information fusion technology for risk assessment of water inrush from coal floor karst aquifer	14
Assessment of vertical accuracy of open source 30m resolution space-borne digital elevation models	14
Fracture mechanism of roof key strata in Dongjiahe coal mine using microseismic moment tensor	14
Evaluation of the rockburst proneness of red sandstone with prefabricated boreholes: an experimental study from the energy storage perspective	14
Towards urban flood susceptibility mapping using data-driven models in Berlin, Germany	14
Prediction of fly-rock during boulder blasting on infrastructure slopes using CART technique	14
Regional drought risk assessment in the Central Highlands and the South of Vietnam	13
Integrated use of Sentinel-1 and Sentinel-2 data and open-source machine learning algorithms for burnt and unburnt scars	13
Evaluation of various boosting ensemble algorithms for predicting flood hazard susceptibility areas	13
Risk assessment for typhoon-induced storm surges in Wenchang, Hainan Island of China	13
A unified moment magnitude earthquake catalog for Northeast India	13
Assessing bank erosion hazards along large rivers in the Anthropocene: a geospatial framework from the St. Lawrence fluvial system	13

GIS spatial modelling for seismic risk assessment based on exposure, resilience, and capacity indicators to seismic hazard: a case study of Pahang, Malaysia	13
Mapping landslide susceptibility at national scale by spatial multi-criteria evaluation	13
Modelling agricultural drought: a review of latest advances in big data technologies	12
Local level multi-hazard zonation of Nepal	12
A hybrid recognition model of microseismic signals for underground mining based on CNN and LSTM networks	12
Seismic hazard analysis of Silchar city located in North East India	12
Forecasting landslides using SIGMA model: a case study from Idukki, India	12
Predicting susceptibility to landslides under climate change impacts in metropolitan areas of South Korea using machine learning	12
Empirical relationships of the landslides in the Chinese Loess Plateau and affect factors analysis	12
An identification method of potential landslide zones using InSAR data and landslide susceptibility	12
Spatio-temporal modelling of the influence of climatic variables and seasonal variation on PM₁₀ in Malaysia using multivariate regression (MVR) and GIS	12
Can we rely on VIIRS nightlights to estimate the short-term impacts of natural hazards? Evidence from five South East Asian countries	12
Effect of spatial resolution and data splitting on landslide susceptibility mapping using different machine learning algorithms	12
Earth observation data sets in monitoring of urbanization and urban heat island of Delhi, India	12
Anisotropy and microcrack-induced failure precursor of shales under dynamic splitting	12
Landslide susceptibility mapping by attentional factorization machines considering feature interactions	12
Lightning threats in Nepal: occurrence and human impacts	12
A novel-optimal monitoring index of rocky desertification based on feature space model and red edge indices that derived from sentinel-2 MSI image	12
Spatial distribution of bedrock level peak ground acceleration in the National Capital Region of India using geographic information system	12
Development of a GIS based hazard, exposure, and vulnerability analyzing method for monitoring drought risk at Karachi, Pakistan	11
Comparative analysis of GIS and RS based models for delineation of groundwater potential zone mapping	11
Combination of lining strengthening and buffer layers for soft and hard rock tunnels junction subjected to seismic waves	11
Assessing gully erosion susceptibility using topographic derived attributes, multi-criteria decision-making, and machine learning classifiers	11
Predicting PM_2.5 levels over the north of Iraq using regression analysis and geographical information system (GIS) techniques	11
Land surface temperature and human thermal comfort responses to land use dynamics in Chittagong city of Bangladesh	11
District-level disaster risk and vulnerability in the Northern mountains of Pakistan	11
Assessment of spatio-temporal trends of satellite-based aerosol optical depth using Mann–Kendall test and Sen’s slope estimator model	11
Hazard mapping of ground subsidence in east area of Sapporo using frequency ratio model and GIS	11
Hill slope stability examination along Lower Tons valley, Garhwal Himalayas, India	10
Physically-based, distributed hydrologic model for Makkah watershed using GPM satellite rainfall and ground rainfall stations	10
Paddy crop insurance using satellite-based composite index of crop performance	10
Temporal detection of sharp landslide deformation with ensemble-based LSTM-RNNs and Hurst exponent	10
Enhancing flood risk assessment through integration of ensemble learning approaches and physical-based hydrological modeling	10
Climatic risks of Beijing–Tianjin–Hebei urban agglomeration and their changes	10
Glacial burst triggered by triangular wedge collapse: a study from Trisul Mountain near Ronti glacier valley	9
Seismic vulnerability and risk assessment at the urban scale using support vector machine and GIScience technology: a case study of the Lixia District in Jinan City, China	9
Analysis of the impacts of land use land cover change on streamflow and surface water availability in Awash Basin, Ethiopia	9
Spatio-temporal assessment of social resilience to tropical cyclones in coastal Bangladesh	9
Microseismic moment tensor based analysis of rock mass failure mechanism surrounding an underground powerhouse	9
Assessment and prediction of land-use/land-cover change around Blue Nile and White Nile due to flood hazards in Khartoum, Sudan, based on geospatial analysis	9
Efficacy of early warning systems in assessing country-level risk exposure to COVID-19	9
Health risks from multiroute exposure of potentially toxic elements in a coastal community: a probabilistic risk approach in Pangkep Regency, Indonesia	9