OOIR: Observatory of International Research

Papers

(The H4-Index of Natural Hazards is 40. 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
Applications of artificial intelligence for disaster management	140
Flood exposure and social vulnerability in the United States	135
A novel displacement prediction method using gated recurrent unit model with time series analysis in the Erdaohe landslide	130
Urbanization impacts on flood risks based on urban growth data and coupled flood models	118
Landslide hazard assessment based on Bayesian optimization–support vector machine in Nanping City, China	74
Soil erosion potential hotspot zone identification using machine learning and statistical approaches in eastern India	74
Assessing drought in the drylands of northeast Brazil under regional warming exceeding 4 °C	73
Machine learning and landslide studies: recent advances and applications	71
Application of probabilistic method in maximum tsunami height prediction considering stochastic seabed topography	69
A novel dynamic predictive method of water inrush from coal floor based on gated recurrent unit model	67
Livelihood resilience and strategies of rural residents of earthquake-threatened areas in Sichuan Province, China	66
Flood susceptibility prediction using four machine learning techniques and comparison of their performance at Wadi Qena Basin, Egypt	61
A review on applications of urban flood models in flood mitigation strategies	61
Multi-geohazards susceptibility mapping based on machine learning—a case study in Jiuzhaigou, China	58
A simple Monte Carlo method for estimating the chance of a cyclone impact	58
Stability prediction of Himalayan residual soil slope using artificial neural network	58
Zoning map for drought prediction using integrated machine learning models with a nomadic people optimization algorithm	55
Spatial assessment of drought disasters, vulnerability, severity and water shortages: a potential drought disaster mitigation strategy	54
Short-term rockburst risk prediction using ensemble learning methods	53
The adoption of ELM to the prediction of soil liquefaction based on CPT	52
A review of the research into the relations between hazards in multi-hazard risk analysis	52
Cryosphere hazards in Ladakh: the 2014 Gya glacial lake outburst flood and its implications for risk assessment	50
Torrential rainfall-induced landslide susceptibility assessment using machine learning and statistical methods of eastern Himalaya	49
A spatiotemporal analysis of urban resilience to the COVID-19 pandemic in the Yangtze River Delta	47
Effect of temperature on physical, mechanical and acoustic emission properties of Beishan granite, Gansu Province, China	47

Community resilience and resident's disaster preparedness: evidence from China's earthquake-stricken areas	47
GIS-based forest fire susceptibility modeling in Pauri Garhwal, India: a comparative assessment of frequency ratio, analytic hierarchy process and fuzzy modeling techniques	45
Comparing classical statistic and machine learning models in landslide susceptibility mapping in Ardanuc (Artvin), Turkey	45
Can we detect trends in natural disaster management with artificial intelligence? A review of modeling practices	44
Investigation on the effect of inclined crest step pool on scouring protection in erodible river beds	44
Comparison of different methodologies for rainfall–runoff modeling: machine learning vs conceptual approach	43
Impacts of earthquake knowledge and risk perception on earthquake preparedness of rural residents	43
Flood forecasting based on an artificial neural network scheme	43
Rapid forecasting of urban flood inundation using multiple machine learning models	41
Assessing cyclone disturbances (1988–2016) in the Sundarbans mangrove forests using Landsat and Google Earth Engine	41
Urban flood hazard mapping using machine learning models: GARP, RF, MaxEnt and NB	40
Integrated natural disasters urban resilience evaluation: the case of China	40
Mapping the susceptibility to landslides based on the deep belief network: a case study in Sichuan Province, China	40
Misinformation debunking and cross-platform information sharing through Twitter during Hurricanes Harvey and Irma: a case study on shelters and ID checks	40
Building damage annotation on post-hurricane satellite imagery based on convolutional neural networks	40
Influence of human activity on landslide susceptibility development in the Three Gorges area	40