Research graph
References from An Adaptive Dynamic AI-driven ParameTerization (ADAPT) framework for global hourly gross primary productivity estimation. Local targets link to admitted publications; unresolved targets remain external evidence.
Optuna: a next-generation hyperparameter optimization framework
2019 · External reference
Unresolved reference
External reference
Advancing hourly gross primary productivity mapping over East Asia using Himawari-8 AHI and artificial intelligence: Unveiling the impact of aerosol-induced radiation dynamics
10.1016/j.rse.2025.114735 · 2025 · External reference
All-sky hourly estimation over East Asia using Himawari-8 AHI and multi-source data: investigating the main climatic drivers of afternoon depression and intraday variability in gross primary productivity
10.1080/15481603.2025.2609352 · 2026 · External reference
Estimation of fractional urban tree canopy cover through machine learning using optical satellite images
2023 · External reference
High-resolution (1 km) Köppen-Geiger maps for 1901–2099 based on constrained CMIP6 projections
10.1038/s41597-023-02549-6 · 2023 · External reference
Terrestrial gross carbon dioxide uptake: global distribution and covariation with climate
10.1126/science.1184984 · 2010 · External reference
Upscaled diurnal cycles of land–atmosphere fluxes: a new global half-hourly data product
10.5194/essd-10-1327-2018 · 2018 · External reference
Global datasets of leaf photosynthetic capacity for ecological and earth system research
10.5194/essd-14-4077-2022 · 2022 · External reference
Aerosol optical depth retrieval from Geostationary Environment monitoring Spectrometer (GEMS): advancing the first hyperspectral geostationary air quality mission using deep learning
10.1016/j.scitotenv.2025.180535 · 2025 · External reference
Exceptional heat and atmospheric dryness amplified losses of primary production during the 2020 US Southwest hot drought
10.1111/gcb.16214 · 2022 · External reference
High-spatial-resolution gross primary production estimation from Sentinel-2 reflectance using hybrid Gaussian processes modeling
10.1016/j.isprsjprs.2025.11.033 · 2026 · External reference
Unresolved reference
External reference
Hybrid‐modeling of land‐atmosphere fluxes using integrated machine learning in the ICON‐ESM modeling framework
10.1029/2025ms005102 · 2025 · External reference
Photostasis and cold acclimation: sensing low temperature through photosynthesis
10.1111/j.1399-3054.2006.00627.x · 2006 · External reference
Estimating carbon fluxes over North America using a physics-constrained deep learning model
10.1016/j.isprsjprs.2025.06.033 · 2025 · External reference
Unresolved reference
External reference
Global carbon budget 2025
2025 · External reference
Daily GPP estimates in Mediterranean ecosystems by combining remote sensing and meteorological data
10.1016/j.isprsjprs.2015.01.017 · 2015 · External reference
Global comparison of temperature and water stress representations in light use efficiency models for gross primary productivity estimation
10.1016/j.isprsjprs.2025.09.018 · 2025 · External reference
Unresolved reference
External reference
A process model-guided transfer learning framework for mapping global gross primary production
10.1016/j.agrformet.2025.110678 · 2025 · External reference
Comparison of big-leaf and two-leaf light use efficiency models for GPP simulation after considering a radiation scalar
10.1016/j.agrformet.2021.108761 · 2022 · External reference
A modified two-leaf light use efficiency model for improving the simulation of GPP using a radiation scalar
10.1016/j.agrformet.2021.108546 · 2021 · External reference
FluxHourly: global long-term hourly 9 km terrestrial water-energy-carbon fluxes
10.5194/essd-17-7101-2025 · 2025 · External reference
Hourly GPP estimation in Australia using Himawari-8 AHI products
2020 · External reference
Subsets of geostationary satellite data over international observing network sites for studying the diurnal dynamics of energy, carbon, and water cycles
10.5194/essd-18-397-2026 · 2026 · External reference
Assessing spatiotemporal consistency of vegetation productivity indicators (SIF, GPP, NPP) in northwest China: climate and vegetation perspectives
10.1080/15481603.2025.2573536 · 2025 · External reference
Unresolved reference
External reference
Improving the global MODIS GPP model by optimizing parameters with FLUXNET data
10.1016/j.agrformet.2020.108314 · 2021 · External reference
Estimation and validation of photosynthetically available radiation at the sea surface using GOCI-II Data
10.7780/kjrs.2025.41.1.9 · 2025 · External reference
Reconstructing long-term (2003–2019) global high-resolution XCO2: bridging observational gaps with machine learning
10.1080/15481603.2026.2627042 · 2026 · External reference
Unresolved reference
External reference
Tracking diurnal to seasonal variations of gross primary productivity using a geostationary satellite, GK-2A advanced meteorological imager
10.1016/j.rse.2022.113365 · 2023 · External reference
GEOSIF: a continental-scale sub-daily reconstructed solar-induced fluorescence derived from OCO-3 and GK-2A over Eastern Asia and Oceania
10.1016/j.rse.2024.114284 · 2024 · External reference
Tracking vegetation recovery after the 2019–2020 wildfires in Tumbarumba, Australia, using a High-Resolution image Fusion Dataset
10.7780/kjrs.2025.41.1.4 · 2025 · External reference
The diurnal dynamics of gross primary productivity using observations from the Advanced Baseline Imager on the Geostationary Operational Environmental Satellite‐R Series at an oak savanna ecosystem
10.1029/2021jg006701 · 2022 · External reference
Long-Term (2013–2024) Reconstructed All-Sky Land Surface Temperature from MODIS Integrating Machine Learning and Cloud Conditions for South Korea
10.7780/kjrs.2025.41.6.9 · 2025 · External reference
Separation of net ecosystem exchange into assimilation and respiration using a light response curve approach: critical issues and global evaluation
10.1111/j.1365-2486.2009.02041.x · 2010 · External reference
Quantitative assessment of the scale conversion from instantaneous to daily GPP under various sky conditions based on MODIS local overpassing time
10.1080/15481603.2024.2319372 · 2024 · External reference
Impact of Urban tree Canopy on Land Surface Temperature and Green Space Inequities in Suwon, South Korea
10.7780/kjrs.2025.41.5.11 · 2025 · External reference
Global datasets of hourly carbon and water fluxes simulated using a satellite-based process model with dynamic parameterizations
10.5194/essd-16-1283-2024 · 2024 · External reference
10.1016/j.rse.2023.113696
10.1016/j.rse.2023.113696 · External reference
New-generation geostationary satellite reveals widespread midday depression in dryland photosynthesis during 2020 western US heatwave
10.1126/sciadv.adi0775 · 2023 · External reference
A global, 0.05-degree product of solar-induced chlorophyll fluorescence derived from OCO-2, MODIS, and reanalysis data
10.3390/rs11050517 · 2019 · External reference
Mapping photosynthesis solely from solar-induced chlorophyll fluorescence: a global, fine-resolution dataset of gross primary production derived from OCO-2
10.3390/rs11212563 · 2019 · External reference
ECOSTRESS estimates gross primary production with fine spatial resolution for different times of day from the International Space Station
10.1016/j.rse.2021.112360 · 2021 · External reference
The global land surface satellite (GLASS) product suite
10.1175/bams-d-18-0341.1 · 2021 · External reference
Rapid changes in terrestrial carbon dioxide uptake captured in near-real time from a geostationary satellite: the ALIVE framework
10.1016/j.rse.2025.114759 · 2025 · External reference
GPP estimation by transfer learning with combined solar-induced chlorophyll fluorescence and eddy covariance data
2025 · External reference
Evaluation of the LSA-SAF gross primary production product derived from SEVIRI/MSG data (MGPP)
10.1016/j.isprsjprs.2019.11.010 · 2020 · External reference
MetPy: a meteorological Python library for data analysis and visualization
10.1175/bams-d-21-0125.1 · 2022 · External reference
Photosynthetically active radiation
1981 · External reference
Unresolved reference
External reference
Solar radiation and productivity in tropical ecosystems
10.2307/2401901 · 1972 · External reference
ERA5-Land: a state-of-the-art global reanalysis dataset for land applications
10.5194/essd-13-4349-2021 · 2021 · External reference
X-BASE: the first terrestrial carbon and water flux products from an extended data-driven scaling framework
10.5194/bg-21-5079-2024 · 2024 · External reference
The AmeriFlux network: a coalition of the willing
10.1016/j.agrformet.2017.10.009 · 2018 · External reference
Towards a standardized processing of Net Ecosystem Exchange measured with eddy covariance technique: algorithms and uncertainty estimation
10.5194/bg-3-571-2006 · 2006 · External reference
The FLUXNET2015 dataset and the ONEFlux processing pipeline for eddy covariance data
10.1038/s41597-020-0534-3 · 2020 · External reference
On the separation of net ecosystem exchange into assimilation and ecosystem respiration: review and improved algorithm
10.1111/j.1365-2486.2005.001002.x · 2005 · External reference
Partitioning of net fluxes
2011 · External reference
Methodology for the estimation of terrestrial net primary production from remotely sensed data
10.1029/93jd03221 · 1994 · External reference
Unresolved reference
External reference
Upscaling land surface fluxes through hyper resolution remote sensing in space, time, and the spectrum
10.1029/2023jg007678 · 2024 · External reference
What is global photosynthesis? history, uncertainties and opportunities
10.1016/j.rse.2019.01.016 · 2019 · External reference
Mass conservation-constrained estimates of terrestrial gross primary production, net ecosystem exchange and ecosystem respiration
2026 · External reference
The JapanFlux2024 dataset for eddy covariance observations covering Japan and East Asia from 1990 to 2023
10.5194/essd-17-3807-2025 · 2025 · External reference
A global hourly gross primary production dataset from 2001 to 2020
10.1038/s41597-025-06371-0 · 2025 · External reference
Vegetation greening decouples terrestrial carbon‒water cycles through contrasting effects on water availability
10.1080/15481603.2026.2697122 · 2026 · External reference
Insights into terrestrial carbon and water cycling from the global eddy covariance network
2025 · External reference
Remote sensing of the terrestrial carbon cycle: a review of advances over 50 years
10.1016/j.rse.2019.111383 · 2019 · External reference
Emerging satellite observations for diurnal cycling of ecosystem processes
10.1038/s41477-021-00952-8 · 2021 · External reference
Modeling diurnal gross primary production in East Asia using Himawari-8/9 geostationary satellite data
10.1016/j.rse.2025.114866 · 2025 · External reference
Deriving a light use efficiency model from eddy covariance flux data for predicting daily gross primary production across biomes
10.1016/j.agrformet.2006.12.001 · 2007 · External reference
Aerosol optical depth thresholds as a tool to assess diffuse radiation fertilization of the land carbon uptake in China
10.5194/acp-17-1329-2017 · 2017 · External reference
On the relationship between sub-daily instantaneous and daily total gross primary production: Implications for interpreting satellite-based SIF retrievals
10.1016/j.rse.2017.12.009 · 2018 · External reference
Revealing subtle vegetation productivity dynamics in China via a reference-based framework
10.1080/15481603.2026.2617775 · 2026 · External reference
Deriving a light use efficiency model from eddy covariance flux data for predicting daily gross primary production across biomes
10.1016/j.agrformet.2006.12.001 · ExternalCitation · doi-reference
The AmeriFlux network: a coalition of the willing
10.1016/j.agrformet.2017.10.009 · ExternalCitation · doi-reference
Improving the global MODIS GPP model by optimizing parameters with FLUXNET data
10.1016/j.agrformet.2020.108314 · ExternalCitation · doi-reference
A modified two-leaf light use efficiency model for improving the simulation of GPP using a radiation scalar
10.1016/j.agrformet.2021.108546 · ExternalCitation · doi-reference
Comparison of big-leaf and two-leaf light use efficiency models for GPP simulation after considering a radiation scalar
10.1016/j.agrformet.2021.108761 · ExternalCitation · doi-reference
A process model-guided transfer learning framework for mapping global gross primary production
10.1016/j.agrformet.2025.110678 · ExternalCitation · doi-reference
Daily GPP estimates in Mediterranean ecosystems by combining remote sensing and meteorological data
10.1016/j.isprsjprs.2015.01.017 · ExternalCitation · doi-reference
Evaluation of the LSA-SAF gross primary production product derived from SEVIRI/MSG data (MGPP)
10.1016/j.isprsjprs.2019.11.010 · ExternalCitation · doi-reference
Estimating carbon fluxes over North America using a physics-constrained deep learning model
10.1016/j.isprsjprs.2025.06.033 · ExternalCitation · doi-reference
Global comparison of temperature and water stress representations in light use efficiency models for gross primary productivity estimation
10.1016/j.isprsjprs.2025.09.018 · ExternalCitation · doi-reference
High-spatial-resolution gross primary production estimation from Sentinel-2 reflectance using hybrid Gaussian processes modeling
10.1016/j.isprsjprs.2025.11.033 · ExternalCitation · doi-reference
On the relationship between sub-daily instantaneous and daily total gross primary production: Implications for interpreting satellite-based SIF retrievals
10.1016/j.rse.2017.12.009 · ExternalCitation · doi-reference
What is global photosynthesis? history, uncertainties and opportunities
10.1016/j.rse.2019.01.016 · ExternalCitation · doi-reference
Remote sensing of the terrestrial carbon cycle: a review of advances over 50 years
10.1016/j.rse.2019.111383 · ExternalCitation · doi-reference
ECOSTRESS estimates gross primary production with fine spatial resolution for different times of day from the International Space Station
10.1016/j.rse.2021.112360 · ExternalCitation · doi-reference
Tracking diurnal to seasonal variations of gross primary productivity using a geostationary satellite, GK-2A advanced meteorological imager
10.1016/j.rse.2022.113365 · ExternalCitation · doi-reference
10.1016/j.rse.2023.113696
10.1016/j.rse.2023.113696 · ExternalCitation · doi-reference
GEOSIF: a continental-scale sub-daily reconstructed solar-induced fluorescence derived from OCO-3 and GK-2A over Eastern Asia and Oceania
10.1016/j.rse.2024.114284 · ExternalCitation · doi-reference
Advancing hourly gross primary productivity mapping over East Asia using Himawari-8 AHI and artificial intelligence: Unveiling the impact of aerosol-induced radiation dynamics
10.1016/j.rse.2025.114735 · ExternalCitation · doi-reference
Rapid changes in terrestrial carbon dioxide uptake captured in near-real time from a geostationary satellite: the ALIVE framework
10.1016/j.rse.2025.114759 · ExternalCitation · doi-reference
Modeling diurnal gross primary production in East Asia using Himawari-8/9 geostationary satellite data
10.1016/j.rse.2025.114866 · ExternalCitation · doi-reference
Aerosol optical depth retrieval from Geostationary Environment monitoring Spectrometer (GEMS): advancing the first hyperspectral geostationary air quality mission using deep learning
10.1016/j.scitotenv.2025.180535 · ExternalCitation · doi-reference
The diurnal dynamics of gross primary productivity using observations from the Advanced Baseline Imager on the Geostationary Operational Environmental Satellite‐R Series at an oak savanna ecosystem
10.1029/2021jg006701 · ExternalCitation · doi-reference
Upscaling land surface fluxes through hyper resolution remote sensing in space, time, and the spectrum
10.1029/2023jg007678 · ExternalCitation · doi-reference
Hybrid‐modeling of land‐atmosphere fluxes using integrated machine learning in the ICON‐ESM modeling framework
10.1029/2025ms005102 · ExternalCitation · doi-reference
Methodology for the estimation of terrestrial net primary production from remotely sensed data
10.1029/93jd03221 · ExternalCitation · doi-reference
Emerging satellite observations for diurnal cycling of ecosystem processes
10.1038/s41477-021-00952-8 · ExternalCitation · doi-reference
The FLUXNET2015 dataset and the ONEFlux processing pipeline for eddy covariance data
10.1038/s41597-020-0534-3 · ExternalCitation · doi-reference
High-resolution (1 km) Köppen-Geiger maps for 1901–2099 based on constrained CMIP6 projections
10.1038/s41597-023-02549-6 · ExternalCitation · doi-reference
A global hourly gross primary production dataset from 2001 to 2020
10.1038/s41597-025-06371-0 · ExternalCitation · doi-reference
Quantitative assessment of the scale conversion from instantaneous to daily GPP under various sky conditions based on MODIS local overpassing time
10.1080/15481603.2024.2319372 · ExternalCitation · doi-reference
Assessing spatiotemporal consistency of vegetation productivity indicators (SIF, GPP, NPP) in northwest China: climate and vegetation perspectives
10.1080/15481603.2025.2573536 · ExternalCitation · doi-reference
All-sky hourly estimation over East Asia using Himawari-8 AHI and multi-source data: investigating the main climatic drivers of afternoon depression and intraday variability in gross primary productivity
10.1080/15481603.2025.2609352 · ExternalCitation · doi-reference
Revealing subtle vegetation productivity dynamics in China via a reference-based framework
10.1080/15481603.2026.2617775 · ExternalCitation · doi-reference
Reconstructing long-term (2003–2019) global high-resolution XCO2: bridging observational gaps with machine learning
10.1080/15481603.2026.2627042 · ExternalCitation · doi-reference
Vegetation greening decouples terrestrial carbon‒water cycles through contrasting effects on water availability
10.1080/15481603.2026.2697122 · ExternalCitation · doi-reference
Exceptional heat and atmospheric dryness amplified losses of primary production during the 2020 US Southwest hot drought
10.1111/gcb.16214 · ExternalCitation · doi-reference
On the separation of net ecosystem exchange into assimilation and ecosystem respiration: review and improved algorithm
10.1111/j.1365-2486.2005.001002.x · ExternalCitation · doi-reference
Separation of net ecosystem exchange into assimilation and respiration using a light response curve approach: critical issues and global evaluation
10.1111/j.1365-2486.2009.02041.x · ExternalCitation · doi-reference
Photostasis and cold acclimation: sensing low temperature through photosynthesis
10.1111/j.1399-3054.2006.00627.x · ExternalCitation · doi-reference
New-generation geostationary satellite reveals widespread midday depression in dryland photosynthesis during 2020 western US heatwave
10.1126/sciadv.adi0775 · ExternalCitation · doi-reference
Terrestrial gross carbon dioxide uptake: global distribution and covariation with climate
10.1126/science.1184984 · ExternalCitation · doi-reference
The global land surface satellite (GLASS) product suite
10.1175/bams-d-18-0341.1 · ExternalCitation · doi-reference
MetPy: a meteorological Python library for data analysis and visualization
10.1175/bams-d-21-0125.1 · ExternalCitation · doi-reference
Solar radiation and productivity in tropical ecosystems
10.2307/2401901 · ExternalCitation · doi-reference
A global, 0.05-degree product of solar-induced chlorophyll fluorescence derived from OCO-2, MODIS, and reanalysis data
10.3390/rs11050517 · ExternalCitation · doi-reference
Mapping photosynthesis solely from solar-induced chlorophyll fluorescence: a global, fine-resolution dataset of gross primary production derived from OCO-2
10.3390/rs11212563 · ExternalCitation · doi-reference
Aerosol optical depth thresholds as a tool to assess diffuse radiation fertilization of the land carbon uptake in China
10.5194/acp-17-1329-2017 · ExternalCitation · doi-reference
X-BASE: the first terrestrial carbon and water flux products from an extended data-driven scaling framework
10.5194/bg-21-5079-2024 · ExternalCitation · doi-reference
Towards a standardized processing of Net Ecosystem Exchange measured with eddy covariance technique: algorithms and uncertainty estimation
10.5194/bg-3-571-2006 · ExternalCitation · doi-reference
Upscaled diurnal cycles of land–atmosphere fluxes: a new global half-hourly data product
10.5194/essd-10-1327-2018 · ExternalCitation · doi-reference
ERA5-Land: a state-of-the-art global reanalysis dataset for land applications
10.5194/essd-13-4349-2021 · ExternalCitation · doi-reference
Global datasets of leaf photosynthetic capacity for ecological and earth system research
10.5194/essd-14-4077-2022 · ExternalCitation · doi-reference
Global datasets of hourly carbon and water fluxes simulated using a satellite-based process model with dynamic parameterizations
10.5194/essd-16-1283-2024 · ExternalCitation · doi-reference
The JapanFlux2024 dataset for eddy covariance observations covering Japan and East Asia from 1990 to 2023
10.5194/essd-17-3807-2025 · ExternalCitation · doi-reference
FluxHourly: global long-term hourly 9 km terrestrial water-energy-carbon fluxes
10.5194/essd-17-7101-2025 · ExternalCitation · doi-reference
Subsets of geostationary satellite data over international observing network sites for studying the diurnal dynamics of energy, carbon, and water cycles
10.5194/essd-18-397-2026 · ExternalCitation · doi-reference
Tracking vegetation recovery after the 2019–2020 wildfires in Tumbarumba, Australia, using a High-Resolution image Fusion Dataset
10.7780/kjrs.2025.41.1.4 · ExternalCitation · doi-reference
Estimation and validation of photosynthetically available radiation at the sea surface using GOCI-II Data
10.7780/kjrs.2025.41.1.9 · ExternalCitation · doi-reference
Impact of Urban tree Canopy on Land Surface Temperature and Green Space Inequities in Suwon, South Korea
10.7780/kjrs.2025.41.5.11 · ExternalCitation · doi-reference
Long-Term (2013–2024) Reconstructed All-Sky Land Surface Temperature from MODIS Integrating Machine Learning and Cloud Conditions for South Korea
10.7780/kjrs.2025.41.6.9 · ExternalCitation · doi-reference
