Grégory Duveiller
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View article: BOSSE v1.0: the Biodiversity Observing System Simulation Experiment
BOSSE v1.0: the Biodiversity Observing System Simulation Experiment Open
As global and regional vegetation diversity loss threatens essential ecosystem services under climate change, monitoring biodiversity dynamics and its role in ecosystem services is crucial in predicting future states and providing insights…
View article: On the added value of sequential deep learning for the upscaling of evapotranspiration
On the added value of sequential deep learning for the upscaling of evapotranspiration Open
Estimating ecosystem–atmosphere fluxes such as evapotranspiration (ET) in a robust manner and at a global scale remains a challenge. Methods based on machine learning (ML) have shown promising results in achieving such upscaling, providing…
View article: A Remotely-Sensed Biodiversity Proxy Captures the Global Multifunctionality of Ecosystem Functioning
A Remotely-Sensed Biodiversity Proxy Captures the Global Multifunctionality of Ecosystem Functioning Open
Our understanding of the relationship between biodiversity and ecosystem functioning is still limited by the difficulty in simultaneously retrieving biodiversity and ecosystem functions at scales beyond small measurement plots and repeated…
View article: Exploring a minimal Convolutional Linear-Regression Model for Urban Land Surface Temperature estimation
Exploring a minimal Convolutional Linear-Regression Model for Urban Land Surface Temperature estimation Open
With rising urbanization and extreme heat events, effective monitoring of urban heat stress is essential. Satellite-derived land surface temperature (LST) is valuable for this task, but current technologies face a trade-off between spatial…
View article: Deforestation Increases Vegetation Vulnerability to Drought Across Biomes
Deforestation Increases Vegetation Vulnerability to Drought Across Biomes Open
Land use and land cover changes have altered terrestrial ecosystem carbon storage, but their impacts on ecosystem sensitivity to drought and temperature fluctuations have not been evaluated spatially over the globe. We estimate drought and…
View article: Potential tree cover under current and future climate scenarios
Potential tree cover under current and future climate scenarios Open
Forests play a key role in the global commitments to reach carbon neutrality in the coming decades. Global maps of potential tree cover at high spatial resolution for current and future climate scenarios are needed to assess the risk of fu…
View article: X-BASE: terrestrial carbon and water flux products from FLUXCOM-X
X-BASE: terrestrial carbon and water flux products from FLUXCOM-X Open
Mapping in-situ eddy covariance measurements (EC) of terrestrial carbon and water fluxes to the globe is a key method for diagnosing terrestrial fluxes from a data-driven perspective. We describe the first global products (called X-BASE) f…
View article: Afforestation as climate change mitigation strategy in West Africa: potential impacts on the terrestrial carbon cycle
Afforestation as climate change mitigation strategy in West Africa: potential impacts on the terrestrial carbon cycle Open
The forest landscape in West Africa faces significant challenges from rapid population growth, agricultural expansion, and urbanization. These anthropogenic land-use and land-cover changes (LULCC), including deforestation and afforestation…
View article: How do trees impact cloud formation across Africa: the role of their spatial distribution
How do trees impact cloud formation across Africa: the role of their spatial distribution Open
Vegetation plays a crucial role in regulating climate and sustaining the hydrological cycle. Preserving and expanding tree cover is potentially vital for mitigating climate change, as both the amount and spatial distribution of trees influ…
View article: Modelling solar-induced chlorophyll fluorescence (SIF) with terrestrial biosphere model QUINCY 
Modelling solar-induced chlorophyll fluorescence (SIF) with terrestrial biosphere model QUINCY  Open
Satellite observations provide unique opportunities for the development and evaluation of terrestrial biosphere models (TBMs). Solar-induced chlorophyll fluorescence (SIF) is one of the remotely sensed variables that is directly related to…
View article: How much does afforestation’s impact on local land surface temperature vary in space, in time, and during dry and hot extreme events? 
How much does afforestation’s impact on local land surface temperature vary in space, in time, and during dry and hot extreme events?  Open
Changing the properties of the land surface may be one of the most direct ways to modulate local (and possibly non-local) land-atmosphere interactions, which in turn is of great interest for designing proper land-based climate mitigation a…
View article: An uncertainty quantification framework for data-driven carbon flux upscaling
An uncertainty quantification framework for data-driven carbon flux upscaling Open
Data-driven upscaling of biogenic fluxes from eddy covariance (EC) sites to the global scale is a powerful complementary approach to process-based models for the derivation of global flux estimates. Nevertheless, significant uncertainties …
View article: Seasonal and Diurnal Dynamics of Sun-Induced Fluorescence and Photosynthesis in Fagus sylvatica and Tilia cordata.
Seasonal and Diurnal Dynamics of Sun-Induced Fluorescence and Photosynthesis in Fagus sylvatica and Tilia cordata. Open
Sun-Induced chlorophyll Fluorescence (SIF) is an emerging and promising remote sensing signal for monitoring photosynthetic activity across spatial and temporal scales. SIF offers insights into the functionality of photosystems, particular…
View article: The Biodiversity Observing System Simulation Experiment (BOSSE) v1.
The Biodiversity Observing System Simulation Experiment (BOSSE) v1. Open
The Observing System Simulation Experiments are simulation tools that support the development, benchmarking, and evaluation of remote sensing missions and methods. The study of biodiversity, from remote sensing, and particularly that of pl…
View article: Exploring Climate Implications of Land-Cover Change in Europe Through High-Resolution Climate Modeling  
Exploring Climate Implications of Land-Cover Change in Europe Through High-Resolution Climate Modeling   Open
Afforestation and deforestation have profound and diverse biophysical and biogeochemical impacts on the climate system, especially in Europe, a region characterized by different climatic and ecological zones. As tree planting is often cons…
View article: Ecosystem multifunctionality is positively affected by remotely-sensed biodiversity at global eddy covariance sites
Ecosystem multifunctionality is positively affected by remotely-sensed biodiversity at global eddy covariance sites Open
Biodiversity affects ecosystem functioning by regulating the biogeochemical exchange of carbon, water, energy, and nutrients within and between ecosystems. While this has been proven experimentally, ecosystem-level investigations of the ef…
View article: Towards a more reliable GPP estimation: A systematic assessment of using the photochemical reflectance index as a proxy for non-photochemical quenching
Towards a more reliable GPP estimation: A systematic assessment of using the photochemical reflectance index as a proxy for non-photochemical quenching Open
Resolving the global terrestrial CO2 budget remains a pressing challenge with implications for achieving internationally agreed emissions targets. To this end, remote sensing of solar-induced chlorophyll fluorescence (SIF) is rapidly advan…
View article: Diagnosing syndromes of biosphere-atmosphere-socioeconomic change
Diagnosing syndromes of biosphere-atmosphere-socioeconomic change Open
It is increasingly recognized that the multiple and systemic impacts of Earth system change threaten the prosperity of society through altered land carbon dynamics, freshwater variability, biodiversity loss, and climate extremes. For examp…
View article: BOSSE v1.0: the Biodiversity Observing System Simulation Experiment
BOSSE v1.0: the Biodiversity Observing System Simulation Experiment Open
As global and regional vegetation diversity loss threatens essential ecosystem services under climate change, monitoring biodiversity dynamics and its role in ecosystem services is crucial in predicting future states and providing insights…
View article: BOSSE v1.0: the Biodiversity Observing System Simulation Experiment
BOSSE v1.0: the Biodiversity Observing System Simulation Experiment Open
As global and regional vegetation diversity loss threatens essential ecosystem services under climate change, monitoring biodiversity dynamics and its role in ecosystem services is crucial in predicting future states and providing insights…
View article: Beyond Canopy Cover: How Tree Distribution Shapes Cloud Formation Across Africa
Beyond Canopy Cover: How Tree Distribution Shapes Cloud Formation Across Africa Open
Vegetation plays a pivotal role in regulating climate and sustaining the hydrological cycle, with both the quantity and distribution of trees influencing surface and atmospheric processes. While the direct effects of vegetation on surface …
View article: Biogeophysical Radiative Forcings of Large‐Scale Afforestation in Europe Are Highly Localized and Dominated by Surface Albedo Change
Biogeophysical Radiative Forcings of Large‐Scale Afforestation in Europe Are Highly Localized and Dominated by Surface Albedo Change Open
Large‐scale re‐/afforestation projects afford sizable atmospheric CO 2 removals yet questions loom surrounding their potentially offsetting biogeophysical radiative forcings. Forest area change alters not only the surface albedo but also h…
View article: Vegetation greening enhances global fire activity
Vegetation greening enhances global fire activity Open
Global terrestrial ecosystems have witnessed increased vegetation greenness1–3 and intensified fire regimes4–7 in many ecosystems worldwide, but the potential connections between them remain elusive. We quantify the impact of vegetation gr…
View article: X-BASE: the first terrestrial carbon and water flux products from an extended data-driven scaling framework, FLUXCOM-X
X-BASE: the first terrestrial carbon and water flux products from an extended data-driven scaling framework, FLUXCOM-X Open
Mapping in situ eddy covariance measurements of terrestrial land–atmosphere fluxes to the globe is a key method for diagnosing the Earth system from a data-driven perspective. We describe the first global products (called X-BASE) from a ne…
View article: Satellite remote sensing reveals the footprint of biodiversity on multiple ecosystem functions across the NEON eddy covariance network
Satellite remote sensing reveals the footprint of biodiversity on multiple ecosystem functions across the NEON eddy covariance network Open
Biodiversity relates to ecosystem functioning by modulating biogeochemical cycles of carbon, water, energy, and nutrients within and between multiple biotic and abiotic components of the ecosystems. However, large-scale, systematic measure…
View article: On the added value of sequential deep learning for upscaling evapotranspiration
On the added value of sequential deep learning for upscaling evapotranspiration Open
Estimating ecosystem-atmosphere fluxes such as evapotranspiration (ET) in a robust manner and at global scale remains a challenge. Machine learning-based methods have shown promising results to achieve such upscaling, providing a complemen…