Forest Vertical Structure Mapping Using Two-Seasonal Optic Images and LiDAR DSM Acquired from UAV Platform through Random Forest, XGBoost, and Support Vector Machine Approaches

Artificial Intelligence-Based Techniques for Rainfall Estimation Integrating Multisource Precipitation Datasets

(2021) Raihan Sayeed Khan et al.   Atmosphere

The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation

(2020) Davide Chicco et al.   BMC GENOMICS

Mapping Forest Vertical Structure in Jeju Island from Optical and Radar Satellite Images Using Artificial Neural Network

(2020) Yong-Suk Lee et al.   Remote Sensing

Monitoring daily variation of leaf layer photosynthesis in rice using UAV-based multi-spectral imagery and a light response curve model

(2020) Ni Zhang et al.   AGRICULTURAL AND FOREST METEOROLOGY

Detection of irrigation inhomogeneities in an olive grove using the NDRE vegetation index obtained from UAV images

(2019) J. Jorge et al.   European Journal of Remote Sensing

PM2.5 Prediction Based on Random Forest, XGBoost, and Deep Learning Using Multisource Remote Sensing Data

(2019) Mehdi Zamani Joharestani et al.   Atmosphere

Deep Machine Learning Techniques for the Detection and Classification of Sperm Whale Bioacoustics

(2019) Peter C. Bermant et al.   Scientific Reports

Spatial Assessment of Urban Flood Susceptibility Using Data Mining and Geographic Information System (GIS) Tools

(2018) Sunmin Lee et al.   Sustainability

Automatic Ship Detection Using the Artificial Neural Network and Support Vector Machine from X-Band Sar Satellite Images

(2018) Jeong-In Hwang et al.   Remote Sensing

Spatial prediction of flood susceptibility using random-forest and boosted-tree models in Seoul metropolitan city, Korea

(2017) Sunmin Lee et al.   Geomatics Natural Hazards & Risk

Classification of Forest Vertical Structure in South Korea from Aerial Orthophoto and Lidar Data Using an Artificial Neural Network

(2017) Soo-Kyung Kwon et al.   Applied Sciences-Basel

The value of ecosystem services obtained from the protected forest of Cambodia: The case of Veun Sai-Siem Pang National Park

(2017) Abu S.M.G. Kibria et al.   Ecosystem Services

The importance of forest structure to biodiversity–productivity relationships

(2017) Friedrich J. Bohn et al.   Royal Society Open Science

From field surveys to LiDAR: Shining a light on how bats respond to forest structure

(2016) Jérémy S.P. Froidevaux et al.   REMOTE SENSING OF ENVIRONMENT

Reducing background effects in orchards through spectral vegetation index correction

(2015) Jonathan Van Beek et al.   International Journal of Applied Earth Observation and Geoinformation

Evaluation of Sub-Pixel Cloud Noises on MODIS Daily Spectral Indices Based on in situ Measurements

(2011) Takeshi Motohka et al.   Remote Sensing