Thông tin nhà nghiên cứu KH&CN

Flood susceptibility assessment using deep neural networks and open-source spatial datasets in transboundary river basin

Soil salinity prediction using satellite-based variables and machine learning: Case study in Tra Vinh province, Mekong Delta, Vietnam

Estuary salinity prediction using machine learning: case study in the Hau estuary in Mekong River, Vietnam

Integrated machine learning and remote sensing for groundwater potential mapping in the Mekong Delta in Vietnam

Flood hazard assessment using machine learning and hydrodynamic modeling: case study in the Vu Ga–Thu Bon basin in Vietnam

Application of Long Short-Term Memory (LSTM) Network for seasonal prediction of monthly rainfall across Vietnam

Monitoring the effects of climate, land cover and land use changes on multi-hazards in the Gianh River watershed, Vietnam

Flood risk assessment using machine learning, hydrodynamic modelling, and the analytic hierarchy process

Bottom-up approach for flood-risk management in developing countries: a case study in the Gianh River watershed of Vietnam

Monitoring the effects of climate, land cover and land use changes on multi-hazards in the Gianh River watershed, Vietnam

Flood assessment using machine learning and its implications for coastal spatial planning in Phu Yen Province, Vietnam

A novel flood risk management approach based on future climate and land use change scenarios

Integrated machine learning and remote sensing for groundwater potential mapping in the Mekong Delta in Vietnam

Application of hybrid model-based machine learning for groundwater potential prediction in the north central of Vietnam

Application of hybrid model-based machine learning for groundwater potential prediction in the north central of Vietnam

Solving the spatial extrapolation problem in flood susceptibility using hybrid machine learning, remote sensing, and GIS

Hybrid machine learning models for aboveground biomass estimations

Integration of machine learning and hydrodynamic modeling to solve the extrapolation problem in flood depth estimation

Landslide susceptibility prediction using machine learning and remote sensing: Case study in Thua Thien Hue province, Vietnam

Multi‐hazard assessment using machine learning and remote sensing in the North Central region of Vietnam

FLOOD DYNAMICS AND RISK MANAGEMENT AT THE GIANH RIVER ESTUARY: ARE MEASURES ABLE TO REDUCE RISKS SATISFACTORILY?

Bottom-up approach for flood risk management in developing countries: a case study in the Gianh River watershed of Vietnam

Predicting land use effects on flood susceptibility using machine learning and remote sensing in coastal Vietnam

Soil salinity prediction using hybrid machine learning and remote sensing in Ben Tre province on Vietnam’s Mekong River Delta

Daily streamflow prediction based on the long short-term memory algorithm: a case study in the Vietnamese Mekong Delta

GIS-Based Analytical Hierarchy Process Modeling for Flood‑Prone Area Mapping in Vietnam

Application of hybrid model-based deep learning and swarm‐based optimizers for flood susceptibility prediction in Binh Dinh province, Vietnam

Fine-tuning LightGBM using an artificial ecosystem-based optimizer for forest fire analysis

Deep learning to assess the effects of land use/land cover and climate change on landslide susceptibility in the Tra Khuc river basin of Vietnam

FLOOD HAZARD AND RESILIENCE IN THE WATERSHED NHAT LE-KIEN GIANG IN VIETNAM

GNSS-R monitoring of soil moisture dynamics in areas of severe drought: example of Dahra in the Sahelian climatic zone (Senegal)

Spatial modeling of flood hazard using machine learning and GIS in Ha Tinh province, Vietnam

Daily streamflow forecasting by machine learning in Tra Khuc river in Vietnam

Flood susceptibility mapping using advanced hybrid machine learning and CyGNSS: a case study of Nghe An province, Vietnam

Application of deep learning models to detect coastlines and shorelines

Daily Streamflow Forecasting Using Extreme Learning Machine and Optimization Algorithm. Case Study: Tra Khuc River in Vietnam

Landslide susceptibility mapping using state-of-the-art machine learning ensembles

Spatial prediction of landslides along National Highway-6, Hoa Binh province, Vietnam using novel hybrid models

Flood susceptibility assessment using hybrid machine learning and remote sensing in Quang Tri province, Vietnam

The composition of time-series images and using the technique SMOTE ENN for balancing datasets in land use/cover mapping

Development and application of hybrid artificial intelligence models for groundwater potential mapping and assessment

GIS-based hybrid machine learning for flood susceptibility prediction in the Nhat Le–Kien Giang watershed, Vietnam

Automated versus Manual Mapping of Gravel Pit Lakes from South-Eastern Romania for Detailed Morphometry and Vegetation

Machine learning and remote sensing application for extreme climate evaluation: Example of flood susceptibility in the Hue Province, Central Vietnam region

Analysis of cropland abandonment in North Central Vietnam river watershed

Assessment of upbasin dam impacts on streamflow at Chiang Saen gauging station during the period 1960-2020 in the context of statistical studies

Evaluating the Effects of Climate and Land Use Change on the Future Flood Susceptibility in the Central Region of Vietnam by Integrating Land Change Modeler, Machine Learning Methods

A novel hybrid approach to flood susceptibility assessment based on machine learning and land use change. Case study: a river watershed in Vietnam

U-shaped deep-learning models for island ecosystem type classification, a case study in Con Dao Island of Vietnam

Research on the Vulnerability of the Community to Flood: A Case Study at the Downstream of Gianh River, Quang Binh Province

Hybrid models based on deep learning neural network and optimization algorithms for the spatial prediction of tropical Forest fire susceptibility in Nghe An province, Vietnam

Salinity intrusion prediction using remote sensing and machine learning in data-limited regions: A case study in Vietnam's Mekong Delta

A novel combination of Deep Neural Network and Manta Ray Foraging Optimization for flood susceptibility mapping in Quang Ngai province, Vietnam

Predicting Future Urban Flood Risk Using Land Change and Hydraulic Modeling in a River Watershed in the Central Province of Vietnam

Quadratic discriminant analysis based ensemble machine learning models for groundwater potential modeling and mapping

Locally weighted learning based hybrid intelligence models for groundwater potential mapping and modeling: A case study at Gia Lai province, Vietnam

Flood risk assessment using hybrid artificial intelligence models integrated with multi-criteria decision analysis in Quang Nam Province, Vietnam

Impacts of urbanization and drought on rice surface change: case study Gianh River Estuary, Vietnam

Flood risk assessment using deep learning integrated with multi-criteria decision analysis

GIS-Based Ensemble Computational models for Flood Susceptibility Prediction in the Quang Binh Province, Vietnam

Henry’s gas solubility optimization algorithm in formulating deep neural network for landslide susceptibility assessment in mountainous areas

Mapping forest fire susceptibility using spatially explicit ensemble models based on the locally weighted learning algorithm

Ensemble machine learning models based on Reduced Error Pruning Tree for prediction of rainfall-induced landslides

Improved flood susceptibility mapping using a best first decision tree integrated with ensemble learning techniques

Spatial prediction of landslides along National Highway-6, Hoa Binh province, Vietnam using novel hybrid models

Landslide susceptibility mapping using state-of-the-art machine learning ensembles

An optimal search for neural network parameters using the Salp swarm optimization algorithm: a landslide application

Verification of novel integrations of swarm intelligence algorithms into deep learning neural network for flood susceptibility mapping

Convolutional neural network - optimized moth flame algorithm for shallow landslide susceptible analysis

Impacts of urbanization and tourism on the erosion and accretion of european, asian and african coastal areas and possible solutions

Degradation of coastlines under the pressure of urbanization and tourism: evidence on the change of land systems from Europe, Asia and Africa

Rainfall induced landslide susceptibility mapping using novel hybrid soft computing methods based on multi-layer perceptron neural network classifier

Improvement of Best First Decision Trees Using Bagging and Dagging Ensembles for Flood Probability Mapping

Shallow Landslide Susceptibility Mapping: A Comparison between Logistic Model Tree, Logistic Regression, Naïve Bayes Tree, Artificial Neural Network, and Support Vector Machine Algorithms

A comparative study of kernel logistic regression, radial basis function classifier, multinomial naïve bayes, and logistic model tree for flash flood susceptibility mapping

Groundwater potential mapping combining artificial neural network and real AdaBoost ensemble technique: the DakNong province case-study, Vietnam

GIS based novel hybrid computational intelligence models for mapping landslide susceptibility: a case study at da lat city, Vietnam

Paysages de rizières et leur évolution récente dans le delta du fleuve Gianh.

Landscape Analysis in Southeast Asia: Example of the Gianh River Delta in Vietnam

Vulnerability and flood risk management in the lower Gianh River

The flood risk in the lower Gianh River: modelling and field verification

Urban growth face the flood risk in the Gianh River delta

The flood risk in the floodplain of watershed of Gianh River: Causes and consequences

Methods of management in a tropical floodplain and hydrological modelling, the case of Gianh River (VietNam)

Analysis of the Ubangui hydrosedimentary process following the development of the Mobaye dam (Congo Basin)

A Novel Method for Multispectral Image Classification by Using Social Spider Optimization Algorithm Integrated to Fuzzy C-Mean Clustering

Rice field landscapes and their recent evolution in the Gianh River delta

Tích hợp mô hình biến đổi sử dụng đất và học sâu trong dự báo rủi ro lũ: Áp dụng cho lưu vực sông Nhật Lệ - Kiến Giang

Đánh giá mối quan hệ giữa sử dụng đất và tính dễ bị tổn thương của cộng đồng dân cư miền núi và ven biển tỉnh Quảng Bình dưới tác động của lũ lụt

Nghiên cứu mâu thuẫn sử dụng đất theo tiếp cận cảnh quan và hệ thông tin địa lý tại lưu vực sông Trà Khúc

Phát triển mô hình học máy sâu trong giám sát biến động bờ biển Trung Bộ

Phát triển mô hình độ chính xác cao trong đánh giá tác động của đô thị hóa và biến đổi khí hậu đến rủi ro lũ lụt sử dụng cách tiếp cận học sâu, mô hình biến đổi sử dụng đất và mô hình thủy lực tại một số tỉnh ven biển Việt Nam

Nghiên cứu động thái carbon do thay đổi sử dụng đất giữa các hệ sinh thái và sinh kế người dân tại vùng Đông Bắc Bộ

Nghiên cứu xây dựng phương pháp, công nghệ dự báo dòng chảy mùa cạn, thời hạn 10 ngày, tháng, mùa đến biên giới Việt-Trung

NGHIÊN CỨU MÂU THUẪN SỬ DỤNG ĐẤT THEO TIẾP CẬN CẢNH QUAN VÀ HỆ THÔNG TIN ĐỊA LÝ TẠI LƯU VỰC SÔNG TRÀ KHÚC

Luận cứ khoa học về tổ chức không gian, xác lập mô hình và đề xuất giải pháp phát triển du lịch bền vững khu vực ven biển và biển đảo Việt Nam

Nghiên cứu, đánh giá hệ sinh thái đất ngập nước ven biển vườn quốc gia Côn Đảo, đề xuất giải pháp bảo tồn và phát triển bền vững

Phát triển mô hình học máy sâu trong giám sát biến động bờ biển Trung Bộ

Ứng dụng phương pháp GNSS Phản xạ (GNSS-R) để phát hiện các sự kiện nước dâng cực đoan ở vùng ven biển Thừa Thiên - Huế

Đánh giá mối quan hệ giữa sử dụng đất và tính dễ bị tổn thương của cộng đồng dân cư miền núi và ven biển tỉnh Quảng Bình dưới tác động của lũ lụt

Nông nghiệp và nguy cơ thủy văn : Quy hoạch và phát triển trong một vùng dễ bị tổn thương, ví dụ trong trường hợp lưu vực sông Gianh-tỉnh Quảng Bình.