Blar i USN Open Archive på forfatter "Pham, Tien Dat"
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A review of remote sensing approaches for monitoring blue carbon ecosystems: Mangroves, seagrasses and salt marshes during 2010 - 2018
Pham, Tien Dat; Xia, Junshi; Ha, Nam Thang; Tien Bui, Dieu; Le, Nga Nhu; Takeuchi, Wataru (Journal article; Peer reviewed, 2019)Blue carbon (BC) ecosystems are an important coastal resource, as they provide a range of goods and services to the environment. They play a vital role in the global carbon cycle by reducing greenhouse gas emissions and ... -
Evaluating the predictive power of different machine learning algorithms for groundwater salinity prediction of multi-layer coastal aquifers in the Mekong Delta, Vietnam
Tran, Dang An; Tsujimura, Maki; Ha, Nam Thang; Nguyen, Van Tam; Binh, Doan Van; Dang, Thanh Duc; Doan, Quang-Van; Tien Bui, Dieu; Ngoc, Trieu Anh; Phu, Le Vo; Thuc, Pham Thi Bich; Pham, Tien Dat (Journal article; Peer reviewed, 2021)Groundwater salinization is considered as a major environmental problem in worldwide coastal areas, influencing ecosystems and human health. However, an accurate prediction of salinity concentration in groundwater remains ... -
Improving Accuracy Estimation of Forest Aboveground Biomass Based on Incorporation of ALOS-2 PALSAR-2 and Sentinel-2A Imagery and Machine Learning: A Case Study of the Hyrcanian Forest Area (Iran)
Vafaei, Sasan; Soosani, Javad; Adeli, Kamran; Fadaei, Hadi; Naghavi, Hamed; Pham, Tien Dat; Tien Bui, Dieu (Journal article; Peer reviewed, 2018)The main objective of this research is to investigate the potential combination of Sentinel-2A and ALOS-2 PALSAR-2 (Advanced Land Observing Satellite -2 Phased Array type L-band Synthetic Aperture Radar-2) imagery for ... -
A New Modeling Approach for Spatial Prediction of Flash Flood with Biogeography Optimized CHAID Tree Ensemble and Remote Sensing Data
Nguyen, Viet-Nghia; Yariyan, Peyman; Amiri, Mahdis; Tran, An Dang; Pham, Tien Dat; Do, Minh Phuong; Ngo, Phuong Thao Thi; Nhu, Viet-Ha; Long, Nguyen Quoc; Tien Bui, Dieu (Peer reviewed; Journal article, 2020)Flash floods induced by torrential rainfalls are considered one of the most dangerous natural hazards, due to their sudden occurrence and high magnitudes, which may cause huge damage to people and properties. This study ... -
Remote sensing approaches for monitoring mangrove species, structure and biomass: opportunities and challenges
Pham, Tien Dat; Yokoya, Naoto; Tien Bui, Dieu; Yoshino, Kunihiko; Friess, Daniel A. (Journal article; Peer reviewed, 2019)The mangrove ecosystem plays a vital role in the global carbon cycle, by reducing greenhouse gas emissions and mitigating the impacts of climate change. However, mangroves have been lost worldwide, resulting in substantial ...