Upscaling methane fluxes from peatlands across a drainage gradient in Ireland using PlanetScope imagery and machine learning tools

Gap-filling carbon dioxide, water, energy, and methane fluxes in challenging ecosystems: Comparing between methods, drivers, and gap-lengths

(2023) Songyan Zhu et al.   AGRICULTURAL AND FOREST METEOROLOGY

Extensive global wetland loss over the past three centuries

(2023) Etienne Fluet-Chouinard et al.   NATURE

Development of Hybrid Models to Estimate Gross Primary Productivity at a Near-Natural Peatland Using Sentinel 2 Data and a Light Use Efficiency Model

(2023) Ruchita Ingle et al.   Remote Sensing

Phenology is the dominant control of methane emissions in a tropical non-forested wetland

(2022) Carole Helfter et al.   Nature Communications

Areal extent of vegetative cover: A challenge to regional upscaling of methane emissions

(2022) John M. Melack et al.   AQUATIC BOTANY

Predicting catchment-scale methane fluxes with multi-source remote sensing

(2021) Aleksi Räsänen et al.   LANDSCAPE ECOLOGY

Representativeness of Eddy-Covariance flux footprints for areas surrounding AmeriFlux sites

(2021) Housen Chu et al.   AGRICULTURAL AND FOREST METEOROLOGY

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

(2021) Saheba Bhatnagar et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

The climate benefits of topsoil removal and Sphagnum introduction in raised bog restoration

(2021) Vytas Huth et al.   RESTORATION ECOLOGY

A global analysis of the temporal availability of PlanetScope high spatial resolution multi-spectral imagery

(2021) David P. Roy et al.   REMOTE SENSING OF ENVIRONMENT

Cloud-computing and machine learning in support of country-level land cover and ecosystem extent mapping in Liberia and Gabon

(2020) Celio de Sousa et al.   PLoS One

Explaining the unsuitability of the kappa coefficient in the assessment and comparison of the accuracy of thematic maps obtained by image classification

(2020) Giles M. Foody   REMOTE SENSING OF ENVIRONMENT

Prompt rewetting of drained peatlands reduces climate warming despite methane emissions

(2020) Anke Günther et al.   Nature Communications

Land Cover Classification using Google Earth Engine and Random Forest Classifier—The Role of Image Composition

(2020) Thanh Noi Phan 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

Phenology of short vegetation cycles in a Kenyan rangeland from PlanetScope and Sentinel-2

(2020) Yan Cheng et al.   REMOTE SENSING OF ENVIRONMENT

Estimating methane emissions using vegetation mapping in the taiga–tundra boundary of a north-eastern Siberian lowland

(2019) T. Morozumi et al.   TELLUS SERIES B-CHEMICAL AND PHYSICAL METEOROLOGY

Mapping Mountain Peatlands and Wet Meadows Using Multi-Date, Multi-Sensor Remote Sensing in the Cordillera Blanca, Peru

(2019) Rodney A. Chimner et al.   WETLANDS

Comparing ultra‐high spatial resolution remote‐sensing methods in mapping peatland vegetation

(2019) Aleksi Räsänen et al.   JOURNAL OF VEGETATION SCIENCE

Data and resolution requirements in mapping vegetation in spatially heterogeneous landscapes

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

Inference of spatial heterogeneity in surface fluxes from eddy covariance data: A case study from a subarctic mire ecosystem

(2019) Peter Levy et al.   AGRICULTURAL AND FOREST METEOROLOGY

Rewetting degraded peatlands for climate and biodiversity benefits: Results from two raised bogs

(2018) F. Renou-Wilson et al.   ECOLOGICAL ENGINEERING

Mapping and assessment of vegetation types in the tropical rainforests of the Western Ghats using multispectral Sentinel-2 and SAR Sentinel-1 satellite imagery

(2018) Joseph J. Erinjery et al.   REMOTE SENSING OF ENVIRONMENT

Potential for using remote sensing to estimate carbon fluxes across northern peatlands – A review

(2018) K.J. Lees et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Remote sensing for wetland classification: a comprehensive review

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

Upscaling CH4 Fluxes Using High-Resolution Imagery in Arctic Tundra Ecosystems

(2017) Scott Davidson et al.   Remote Sensing

Criteria Comparison for Classifying Peatland Vegetation Types Using In Situ Hyperspectral Measurements

(2017) Thierry Erudel et al.   Remote Sensing

Emissions of methane from northern peatlands: a review of management impacts and implications for future management options

(2016) Mohamed Abdalla et al.   Ecology and Evolution

Spatial and temporal variations of methane flux measured by autochambers in a temperate ombrotrophic peatland

(2014) Derrick Y. F. Lai et al.   Journal of Geophysical Research-Biogeosciences

Parsing the variability in CH4flux at a spatially heterogeneous wetland: Integrating multiple eddy covariance towers with high-resolution flux footprint analysis

(2014) Jaclyn Hatala Matthes et al.   Journal of Geophysical Research-Biogeosciences

A comparison of methane emission measurements using eddy covariance and manual and automated chamber-based techniques in Tibetan Plateau alpine wetland

(2013) Lingfei Yu et al.   ENVIRONMENTAL POLLUTION

Upscaling methane fluxes from closed chambers to eddy covariance based on a permafrost biogeochemistry integrated model

(2011) Yu Zhang et al.   GLOBAL CHANGE BIOLOGY

Methane Dynamics in Northern Peatlands: A Review

(2009) D.Y.F. LAI   PEDOSPHERE