A nested drone-satellite approach to monitoring the ecological conditions of wetlands

The Second Generation Canadian Wetland Inventory Map at 10 Meters Resolution Using Google Earth Engine

(2020) Masoud Mahdianpari et al.   CANADIAN JOURNAL OF REMOTE SENSING

MAPPING VEGETATION COMMUNITIES INSIDE WETLANDS USING SENTINEL-2 IMAGERY IN IRELAND

(2020) Saheba Bhatnagar et al.   International Journal of Applied Earth Observation and Geoinformation

Google Earth Engine for geo-big data applications: A meta-analysis and systematic review

(2020) Haifa Tamiminia et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Meta-Analysis of Wetland Classification Using Remote Sensing: A Systematic Review of a 40-Year Trend in North America

(2020) Masoud Mahdianpari et al.   Remote Sensing

Drone Image Segmentation Using Machine and Deep Learning for Mapping Raised Bog Vegetation Communities

(2020) Saheba Bhatnagar et al.   Remote Sensing

SAR and Lidar Temporal Data Fusion Approaches to Boreal Wetland Ecosystem Monitoring

(2019) Joshua Montgomery et al.   Remote Sensing

Evaluation of Sentinel-2 time-series for mapping floodplain grassland plant communities

(2019) Sébastien Rapinel et al.   REMOTE SENSING OF ENVIRONMENT

Using unmanned aerial vehicles for vegetation mapping and identification of botanical species in wetlands

(2019) Andrea Bertacchi et al.   Landscape and Ecological Engineering

Canadian Wetland Inventory using Google Earth Engine: The First Map and Preliminary Results

(2019) Meisam Amani et al.   Remote Sensing

UAV data as alternative to field sampling to map woody invasive species based on combined Sentinel-1 and Sentinel-2 data

(2019) Teja Kattenborn et al.   REMOTE SENSING OF ENVIRONMENT

Impacts of Groundwater Drainage on Peatland Subsidence and Its Ecological Implications on an Atlantic Raised Bog

(2019) S. Regan et al.   WATER RESOURCES RESEARCH

Data and resolution requirements in mapping vegetation in spatially heterogeneous landscapes

(2019) Aleksi Räsänen et al.   REMOTE SENSING OF ENVIRONMENT

Multi-season RapidEye imagery improves the classification of wetland and dryland communities in a subtropical coastal region

(2019) Heidi van Deventer et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Assessing rehabilitation of managed mangrove ecosystems using high resolution remote sensing

(2018) Maartje Oostdijk et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Spectral analysis of wetlands using multi-source optical satellite imagery

(2018) Meisam Amani et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

The role of satellite remote sensing in structured ecosystem risk assessments

(2018) Nicholas J. Murray et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Integrating Drone Imagery into High Resolution Satellite Remote Sensing Assessments of Estuarine Environments

(2018) Patrick Gray et al.   Remote Sensing

Multi-temporal SAR image classification of coastal plain wetlands using a new feature selection method and random forests

(2018) Meimei Zhang et al.   Remote Sensing Letters

The First Wetland Inventory Map of Newfoundland at a Spatial Resolution of 10 m Using Sentinel-1 and Sentinel-2 Data on the Google Earth Engine Cloud Computing Platform

(2018) Masoud Mahdianpari et al.   Remote Sensing

Monthly Analysis of Wetlands Dynamics Using Remote Sensing Data

(2018) Gordana Kaplan et al.   ISPRS International Journal of Geo-Information

Wetland classification in Newfoundland and Labrador using multi-source SAR and optical data integration

(2017) Meisam Amani et al.   GIScience & Remote Sensing

Development of an Adaptive Approach for Precision Agriculture Monitoring with Drone and Satellite Data

(2017) Deepak Murugan et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Mapping orangutan habitat and agricultural areas using Landsat OLI imagery augmented with unmanned aircraft system aerial photography

(2017) Zoltan Szantoi et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Random forest wetland classification using ALOS-2 L-band, RADARSAT-2 C-band, and TerraSAR-X imagery

(2017) Masoud Mahdianpari et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Subpixel Inundation Mapping Using Landsat-8 OLI and UAV Data for a Wetland Region on the Zoige Plateau, China

(2017) Haoming Xia et al.   Remote Sensing

Science, technology and the future of small autonomous drones

(2015) Dario Floreano et al.   NATURE

A Collection of SAR Methodologies for Monitoring Wetlands

(2015) Lori White et al.   Remote Sensing

Mapping vegetated wetlands of Alaska using L-band radar satellite imagery

(2011) Jane Whitcomb et al.   CANADIAN JOURNAL OF REMOTE SENSING

A review of hyperspectral remote sensing and its application in vegetation and water resource studies

(2011) M Govender et al.   WATER SA

Remote Sensing of Mangrove Ecosystems: A Review

(2011) Claudia Kuenzer et al.   Remote Sensing

Classification in conservation biology: A comparison of five machine-learning methods

(2010) Christian Kampichler et al.   Ecological Informatics

Effect of errors in ground truth on classification accuracy

(2009) Mark J. Carlotto   INTERNATIONAL JOURNAL OF REMOTE SENSING

Estimation of prediction error by using K-fold cross-validation

(2009) Tadayoshi Fushiki   STATISTICS AND COMPUTING