Delineation of Wetland Areas in South Norway from Sentinel-2 Imagery and LiDAR Using TensorFlow, U-Net, and Google Earth Engine

Machine learning in modelling land-use and land cover-change (LULCC): Current status, challenges and prospects

(2022) Junye Wang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Dynamic World, Near real-time global 10 m land use land cover mapping

(2022) Christopher F. Brown et al.   Scientific Data

Review on Convolutional Neural Networks (CNN) in vegetation remote sensing

(2021) Teja Kattenborn et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Continental-Scale Land Cover Mapping at 10 m Resolution Over Europe (ELC10)

(2021) Zander S. Venter et al.   Remote Sensing

Land Use Land Cover Classification with U-Net: Advantages of Combining Sentinel-1 and Sentinel-2 Imagery

(2021) Jonathan V. Solórzano et al.   Remote Sensing

Monitoring Grass Phenology and Hydrological Dynamics of an Oak–Grass Savanna Ecosystem Using Sentinel-2 and Terrestrial Photography

(2020) Pedro J. Gómez-Giráldez et al.   Remote Sensing

Deep learning in environmental remote sensing: Achievements and challenges

(2020) Qiangqiang Yuan et al.   REMOTE SENSING OF ENVIRONMENT

Towards a systematics of ecodiversity: The EcoSyst framework

(2020) Rune Halvorsen et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Climate change mitigation potential of wetlands and the cost-effectiveness of their restoration

(2020) Pierre Taillardat et al.   Interface Focus

Estimation of Gross Primary Productivity (GPP) Phenology of a Short-Rotation Plantation Using Remotely Sensed Indices Derived from Sentinel-2 Images

(2020) Maral Maleki et al.   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

Wetland ecosystem services research: A critical review

(2020) Xibao Xu et al.   Global Ecology and Conservation

Object Detection and Image Segmentation with Deep Learning on Earth Observation Data: A Review—Part II: Applications

(2020) Thorsten Hoeser et al.   Remote Sensing

Coastal Wetland Classification with Deep U-Net Convolutional Networks and Sentinel-2 Imagery: A Case Study at the Tien Yen Estuary of Vietnam

(2020) Kinh Bac Dang et al.   Remote Sensing

Harmonised LUCAS in-situ land cover and use database for field surveys from 2006 to 2018 in the European Union

(2020) Raphaël d’Andrimont et al.   Scientific Data

Towards national-scale characterization of grassland use intensity from integrated Sentinel-2 and Landsat time series

(2019) Patrick Griffiths et al.   REMOTE SENSING OF ENVIRONMENT

Deep learning in remote sensing applications: A meta-analysis and review

(2019) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Comparing Deep Learning and Shallow Learning for Large-Scale Wetland Classification in Alberta, Canada

(2019) Evan R. DeLancey et al.   Remote Sensing

Consistency in land-cover mapping: Influence of field workers, spatial scale and classification system

(2018) Heidrun A. Ullerud et al.   APPLIED VEGETATION SCIENCE

Carbon sequestration in wetlands, from science to practice: An overview of the biogeochemical process, measurement methods, and policy framework

(2018) Jorge A. Villa et al.   ECOLOGICAL ENGINEERING

Improved Co-Registration of Sentinel-2 and Landsat-8 Imagery for Earth Surface Motion Measurements

(2018) André Stumpf et al.   Remote Sensing

Harnessing the Temporal Dimension to Improve Object-Based Image Analysis Classification of Wetlands

(2018) Meghan Halabisky et al.   Remote Sensing

Point of view: error estimation in field assignment of land-cover types

(2018) Eva L. Eriksen et al.   PHYTOCOENOLOGIA

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

Mapping pan-European land cover using Landsat spectral-temporal metrics and the European LUCAS survey

(2018) Dirk Pflugmacher et al.   REMOTE SENSING OF ENVIRONMENT

Remote sensing for wetland classification: a comprehensive review

(2017) Sahel Mahdavi et al.   GIScience & Remote Sensing

A review of supervised object-based land-cover image classification

(2017) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Comprehensive survey of deep learning in remote sensing: theories, tools, and challenges for the community

(2017) John E. Ball et al.   Journal of Applied Remote Sensing

Google Earth Engine: Planetary-scale geospatial analysis for everyone

(2017) Noel Gorelick et al.   REMOTE SENSING OF ENVIRONMENT

Non-destructive estimation of rice plant nitrogen status with Crop Circle multispectral active canopy sensor

(2013) Qiang Cao et al.   FIELD CROPS RESEARCH

Applicability of Green-Red Vegetation Index for Remote Sensing of Vegetation Phenology

(2010) Takeshi Motohka et al.   Remote Sensing

Step-less models for regional environmental variation in Norway

(2008) Vegar Bakkestuen et al.   JOURNAL OF BIOGEOGRAPHY