Publications and communications of François Jonard

F. Jonard, H. Bogena, D. Caterina, S. Garré, A. Kloztsche, A. Monerris, M. Schwank, and C. von Hebel. Ground-based soil moisture determination. In: Ecohydrology. Observation and Measurement of Ecohydrological Processes. Berlin Heidelberg, Germany: Springer, 2018. doi:10.1007/978-3-662-47871-4_2-2

J. Minet, K. Z. Jadoon, F. Jonard, M. Mahmoudzadeh, P. A. Tran, and S. Lambot. Advanced ground-penetrating radar for soil moisture retrieval. In: Multiscale Hydrologic Remote Sensing: Perspectives and Applications. Chang N.-B., Hong Y. CRC Press, Taylor & Francis Group, 2012. doi:10.1201/b11279

M. Henrion, Y. Li, T. Koganti, M. Bechtold, F. Jonard, S. Opfergelt, V. Vanacker, K. Van Oost, and S. Lambot. "Mapping and monitoring peatlands in the Belgian Hautes Fagnes: Insights from Ground-penetrating radar and Electromagnetic induction characterization." Geoderma Regional, 37 (June 2024): 00795. doi:10.1016/j.geodrs.2024.e00795

D. Chaparro, T. Jagdhuber, M. Piles, F. Jonard, A. Fluhrer, M. Vall-llossera, A. Camps et al. "Vegetation moisture estimation in the Western United States using radiometer-radar-lidar synergy." Remote Sensing of Environment, 303 (March 2024): 113993. doi:10.1016/j.rse.2024.113993

S. De Cannière, M. J. Baur, D. Chaparro, T. Jagdhuber, and F. Jonard. "Water availability and atmospheric dryness controls on spaceborne sun-induced chlorophyll fluorescence yield." Remote Sensing of Environment, 301 (February 2024): 113922. doi:10.1016/j.rse.2023.113922

F. Jonard, A. F. Feldman, D. J. Short Gianotti, and D. Entekhabi. "Observed water and light limitation across global ecosystems." Biogeosciences, 19, no. 23 (09 December 2022): 5575-5590. doi:10.5194/bg-19-5575-2022

Z. Ramahaimandimby, A. Randriamaherisoa, F. Jonard, M. Vanclooster, and C. L. Bielders. "Reliability of Gridded Precipitation Products for Water Management Studies: The Case of the Ankavia River Basin in Madagascar." Remote Sensing, 14, no. 16 (13 August 2022): 3940. doi:10.3390/rs14163940

S. De Cannière, H. Vereecken, P. Defourny, and F. Jonard. "Remote Sensing of Instantaneous Drought Stress at Canopy Level Using Sun-Induced Chlorophyll Fluorescence and Canopy Reflectance." Remote Sensing, 14, no. 11 (June 2022): 2642. doi:10.3390/rs14112642

L. Delval, F. Jonard, and M. Javaux. "Conséquences de la saison 2021 sur le rendement quantitatif en viticulture wallonne." IVES Technical Reviews: Vine and Wine (2022). doi:10.20870/ives-tr.2022.5539

T. Jagdhuber, F. Jonard, A. Fluhrer, D. Chaparro, M. J. Baur, T. Meyer, and M. Piles. "Toward estimation of seasonal water dynamics of winter wheat from ground-based L-band radiometry: a concept study." Biogeosciences, 19, no. 8 (28 April 2022): 2273 - 2294. doi:10.5194/bg-19-2273-2022

X. Wu, J. P. Walker, F. Jonard, and N. Ye. "Inter-Comparison of Proximal Near-Surface Soil Moisture Measurement Techniques." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 15 (2022): 2370 - 2378. doi:10.1109/JSTARS.2022.3156878

J. S. Bates, C. Montzka, M. Schmidt, and F. Jonard. "Estimating canopy density parameters time-series for winter wheat using uas mounted lidar." Remote Sensing, 13, no. 4 (2021): 1-23. doi:10.3390/rs13040710

S. De Cannière, M. Herbst, H. Vereecken, P. Defourny, and F. Jonard. "Constraining water limitation of photosynthesis in a crop growth model with sun-induced chlorophyll fluorescence." Remote Sensing of Environment, 267 (2021). doi:10.1016/j.rse.2021.112722

T. Jagdhuber, C. Montzka, C. Lopez-Martinez, M. J. Baur, M. Link, M. Piles, N. N. Das, and F. Jonard. "Estimation of Vegetation Structure Parameters from SMAP Radar Intensity Observations." IEEE Transactions on Geoscience and Remote Sensing, 59, no. 1 (2021): 151-167. doi:10.1109/TGRS.2020.2991252

D. Mengen, C. Montzka, T. Jagdhuber, A. Fluhrer, C. Brogi, S. Baum, D. Schüttemeyer et al. "The sarsense campaign: Air‐ and space‐borne c‐ and l‐band sar for the analysis of soil and plant parameters in agriculture." Remote Sensing, 13, no. 4 (2021): 1-28. doi:10.3390/rs13040825

R. Neuville, J. S. Bates, and F. Jonard. "Estimating forest structure from UAV-mounted LiDAR point cloud using machine learning." Remote Sensing, 13, no. 3 (2021): 1-19. doi:10.3390/rs13030352

N. Ye, J. P. Walker, X. Wu, R. De Jeu, Y. Gao, T. J. Jackson, F. Jonard et al. "The Soil Moisture Active Passive Experiments: Validation of the SMAP Products in Australia." IEEE Transactions on Geoscience and Remote Sensing, 59, no. 4 (2021): 2922-2939. doi:10.1109/TGRS.2020.3007371

L. De Wergifosse, F. André, N. Beudez, F. De Coligny, H. Goosse, F. Jonard, Q. Ponette, H. Titeux, C. Vincke, and M. Jonard. "HETEROFOR 1.0: A spatially explicit model for exploring the response of structurally complex forests to uncertain future conditions-Part 2: Phenology and water cycle." Geoscientific Model Development, 13, no. 3 (2020): 1459-1498. doi:10.5194/gmd-13-1459-2020

F. Jonard, S. De Cannière, N. Brüggemann, P. Gentine, D. J. Short Gianotti, G. Lobet, D. G. Miralles et al. "Value of sun-induced chlorophyll fluorescence for quantifying hydrological states and fluxes: Current status and challenges." Agricultural and Forest Meteorology, 291 (2020). doi:10.1016/j.agrformet.2020.108088

I. Ouedraogo, A. Girard, M. Vanclooster, and F. Jonard. "Modelling the temporal dynamics of groundwater pollution risks at the African scale." Water, 12, no. 5 (2020). doi:10.3390/w12051406

F. André* , F. Jonard* , M. Jonard, H. Vereecken, and S. Lambot. "Accounting for surface roughness scattering in the characterization of forest litter with ground-penetrating radar." Remote Sensing, 11, no. 7 (2019). doi:10.3390/rs11070828

T. Meyer, T. Jagdhuber, M. Piles, A. Fink, J. Grant, H. Vereecken, and F. Jonard. "Estimating gravimetric water content of awinter wheat field from L-band vegetation optical depth." Remote Sensing, 11, no. 20 (2019). doi:10.3390/rs11202353

C.-H. Park, C. Montzka, T. Jagdhuber, F. Jonard, G. De Lannoy, J. Hong, T. J. Jackson, and V. Wulfmeyer. "A dielectric mixing model accounting for soil organic matter." Vadose Zone Journal, 18, no. 1 (2019). doi:10.2136/vzj2019.04.0036

F. Jonard, S. Bircher, F. Demontoux, L. Weihermüller, S. Razafindratsima, J.-P. Wigneron, and H. Vereecken. "Passive L-band microwave remote sensing of organic soil surface layers: A tower-based experiment." Remote Sensing, 10, no. 2 (2018). doi:10.3390/rs10020304

A. Klotzsche, F. Jonard, M. C. Looms, J. van der Kruk, and J. A. Huisman. "Measuring soil water content with ground penetrating radar: A decade of progress." Vadose Zone Journal, 17, no. 1 (2018). doi:10.2136/vzj2018.03.0052

T. Meyer, L. Weihermüller, H. Vereecken, and F. Jonard. "Vegetation optical depth and soil moisture retrieved from L-band radiometry over the growth cycle of a winter wheat." Remote Sensing, 10, no. 10 (2018). doi:10.3390/rs10101637

F. André, F. Jonard, M. Jonard, and S. Lambot. "In situ characterization of forest litter using ground-penetrating radar." Journal of Geophysical Research. Biogeosciences, 121, no. 3 (2016): 879-894. doi:10.1002/2015JG002952

S. Bircher, M. Andreasen, J. Vuollet, J. Vehviläinen, K. Rautiainen, F. Jonard, L. Weihermüller, E. Zakharova, J. P. Wigneron, and Y. H Kerr. "Soil moisture sensor calibration for organic soil surface layers." Geoscientific Instrumentation, Methods and Data Systems, 5, no. 1 (2016): 109-125. doi:10.5194/gi-5-109-2016

H. Vereecken, A. Schnepf, J. W. Hopmans, M. Javaux, D. Or, T. Roose, J. Vanderborght et al. "Modeling soil processes: Review, key challenges, and new perspectives." Vadose Zone Journal, 15, no. 5 (2016): 1-57. doi:10.2136/vzj2015.09.0131

F. Jonard, M. Mahmoudzadeh, C. Roisin, L. Weihermüller, F. André, J. Minet, H. Vereecken, and S. Lambot. "Characterization of tillage effects on the spatial variation of soil properties using ground-penetrating radar and electromagnetic induction." Geoderma, 207 (2013): 310-322. doi:10.1016/j.geoderma.2013.05.024

H. Vereecken, L. Weihermüller, F. Jonard, and C. Montzka. "Characterization of crop canopies and water stress related phenomena using microwave remote sensing methods: A review." Vadose Zone Journal, 11, no. 2 (2012). doi:10.2136/vzj2011.0138ra

M. Jonard, F. André, F. Jonard, N. Mouton, P. Procès, and Q. Ponette. "Soil carbon dioxide efflux in pure and mixed stands of oak and beech." Annals of Forest Science, 64, no. 2 (2007): 141-150. doi:10.1051/forest:2006098

D. Chaparro, T. Jagdhuber, M. Piles, F. Jonard, M. Vall-Llossera, A. Camps, C. Lopez-Martinez et al. "Estimation Of Gravimetric Vegetation Moisture In The Western United States Using A Multi-Sensor Approach." In IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc, 2023. doi:10.1109/IGARSS52108.2023.10282157

T. Jagdhuber, A. Fluhrer, D. Chaparro, C. Dubois, F. M. Hellwig, B. Bayat, C. Montzka et al. "On the Potential of Active and Passive Microwave Remote Sensing for Tracking Seasonal Dynamics of Evapotranspiration." In IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc, 2023. doi:10.1109/igarss52108.2023.10283234

J. Bates, F. Jonard, R. Bajracharya, H. Vereecken, and C. Montzka. "Machine Learning with UAS LiDAR for Winter Wheat Biomass Estimations." In Proceedings of the 25th AGILE Conference on Geographic Information Science, 2022. AGILE, 2022. doi:10.5194/agile-giss-3-23-2022

I. Baris, T. Jagdhuber, H. Anglberger, A. Osipov, F. Jonard, J. T. Johnson, and T. Eibert. "Towards a Unified Framework for Scattering Models at Microwave and Optical Wavelengths: The Bispinorial Description of Polarization States." In IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. Institute of Electrical and Electronics Engineers Inc, 2022. doi:10.1109/IGARSS46834.2022.9883403

J. S. Bates, F. Jonard, R. Bajracharya, H. Vereecken, and C. Montzka. "UAS Lidar Derived Metrics for Winter Wheat Biomass Estimations using Multiple Linear Regression." In IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. Institute of Electrical and Electronics Engineers Inc, 2022. doi:10.1109/IGARSS46834.2022.9883339

J. S. Bates, F. Jonard, H. Vereecken, and C. Montzka. "UAS LiDAR Local Maximum Filtering for Individual Maize Detection." In IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. Institute of Electrical and Electronics Engineers Inc, 2022. doi:10.1109/IGARSS46834.2022.9883527

S. De Canniere and F. Jonard. "Satellite-Based Monitoring of Ecosystem Level Drought Using Vegetation Optical Depth and Sun-Induced Chlorophyll Fluorescence." In IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. Institute of Electrical and Electronics Engineers Inc, 2022. doi:10.1109/IGARSS46834.2022.9883457

J. S. Bates, C. Montzka, M. Schmidt, and F. Jonard. "FUAS LIDAR CROP LAI ESTIMATIONS FROM CANOPY DENSITY." In IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc, 2021. doi:10.1109/IGARSS47720.2021.9553229

D. Chaparro, T. Jagdhuber, M. Piles, D. Entekhabi, F. Jonard, A. Fluhrer, A. Feldman, M. Vall-Llossera, and A. Camps. "GLOBAL L-BAND VEGETATION VOLUME FRACTION ESTIMATES FOR MODELING VEGETATION OPTICAL DEPTH." In IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc, 2021. doi:10.1109/IGARSS47720.2021.9554872

S. de Cannière and F. Jonard. "TRACKING WATER LIMITATION IN PHOTOSYNTHESIS WITH SUN-INDUCED CHLOROPHYLL FLUORESCENCE." In IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc, 2021. doi:10.1109/IGARSS47720.2021.9555153

T. Jagdhuber, A. Fluhrer, A.-S. Schmidt, F. Jonard, D. Chaparro, T. Meyer, N. Holtzman et al. "RETRIEVAL OF FOREST WATER POTENTIAL FROM L-BAND VEGETATION OPTICAL DEPTH." In IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc, 2021. doi:10.1109/IGARSS47720.2021.9554622

D. Mengen, C. Montzka, T. Jagdhuber, A. Fluhrer, C. Brogi, S. Baum, D. Schüttemeyer et al. "SARSENSE: ANALYZING AIR- AND SPACE-BORNE C- AND L-BAND SAR BACKSCATTERING SIGNALS TO CHANGES IN SOIL AND PLANT PARAMETERS OF CROPS." In IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc, 2021. doi:10.1109/IGARSS47720.2021.9553399

C. Montzka, C. Brogi, D. Mengen, M. Matveeva, S. Baum, D. Schuttemeyer, B. Bayat et al. "Sarsense: A C- and L-Band SAR Rehearsal Campaign in Germany in Preparation for ROSE-L." In 2020 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc, 2020. doi:10.1109/IGARSS39084.2020.9324090

I. Baris, T. Jagdhuber, F. Jonard, J. Judge, H. Anglberger, C. Dubois, and A. Fluhrer. "Integrated Modeling of Active and Passive Microwaves and Passive Optical Signatures." In 2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc, 2019. doi:10.1109/IGARSS.2019.8898103

T. Meyer, T. Jagdhuber, M. Piles, A. Fluhrer, and F. Jonard. "Estimation of Volume Fraction and Gravimetric Moisture of Winter Wheat Based on Microwave Attenuation: A Field Scale Study." In IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc, 2019. doi:10.1109/IGARSS.2019.8897823

X. Wu, N. Ye, J. Walker, J. Hills, F. Jonard, and V. Pauwels. "Multi-platform radiometer systems for surface soil moisture retrieval." In IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc, 2019. doi:10.1109/IGARSS.2019.8900258

I. Baris, T. Jagdhuber, H. Anglberger, S. Erasmi, and F. Jonard. "Semi-physical integration of scattering models for microwaves and optical wavelengths." In 2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc, 2018. doi:10.1109/IGARSS.2018.8518544

T. Meyer, F. Jonard, and L. Weihermüller. "Vegetation optical depth and soil moisture retrieval using L-band radiometry over the entire growing season of a winter wheat stand." In 2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc, 2018. doi:10.1109/IGARSS.2018.8518091

S. S. Søbjærg, M. Link, T. Jagdhuber, C. Montzka, F. Jonard, S. Dill, M. Peichl, and T. Meyer. "Fully polarimetric L-band brightness temperature signatures of azimuthal permittivity patterns - Measurements and model simulations." In 2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc, 2018. doi:10.1109/IGARSS.2018.8517302

F. Andre, M. Jonard, S. Lambot, and F. Jonard. "Reconstruction of forest litter horizons using ground-penetrating radar." In 2015 8th International Workshop on Advanced Ground Penetrating Radar, IWAGPR 2015. Institute of Electrical and Electronics Engineers Inc, 2015. doi:10.1109/IWAGPR.2015.7292688

F. Jonard, F. Demontoux, S. Bircher, S. Razafindratsima, M. Schwank, L. Weillermüller, S. Lambot, J.-P. Wigneron, Y. Kerr, and H. Vereecken. "Electromagnetic characterization of organic-rich soils at the microwave L-band with ground-penetrating radar, radiometry and laboratory measurements." In Proceedings of the 15th International Conference on Ground Penetrating Radar, GPR 2014edited by S. Lambot. Institute of Electrical and Electronics Engineers Inc, 2014. doi:10.1109/ICGPR.2014.6970414

F. Demontoux, F. Jonard, S. Bircher, S. Razafindratsima, M. Schwank, J.-P. Wigneron, and Y. H. Kerr. "Integrated approach for effective permittivity estimation of multi-layered soils at L-Band." In International Geoscience and Remote Sensing Symposium (IGARSS). Institute of Electrical and Electronics Engineers Inc, 2014. doi:10.1109/IGARSS.2014.6947162

F. Jonard, L. Weihermuller, M. Schwank, K. Z. Jadoon, H. Vereecken, and S. Lambot. "Estimating soil hydraulic properties using L-band radiometer and ground-penetrating radar." In IGARSS 2012 - 2012 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc, 2012. doi:10.1109/IGARSS.2012.6351467

M. Dimitrov, K. G. Kostov, F. Jonard, K. Z. Jadoon, M. Schwank, L. Weihermüller, N. Hermes, J. Vanderborght, and H. Vereecken. "New improved algorithm for sky calibration of L-band radiometers JLBARA and ELBARA II." In 12th Specialist Meeting on Microwave Radiometry and Remote Sensing of the Environment (MicroRad). MicroRad, 2012. doi:10.1109/MicroRad.2012.6185259

F. Jonard, L. Weihermuller, M. Schwank, H. Vereecken, and S. Lambot. "Soil moisture retrieval using L-band radiometer and ground-penetrating radar." In IGARSS 2011 - 2011 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc, 2011. doi:10.1109/IGARSS.2011.6049872

C. Montzka, H. Bogena, L. Weihermueller, F. Jonard, M. Dimitrov, C. Bouzinac, J. Kainulainen, J. E. Balling, J. Vanderborght, and H. Vereecken. "Radio brightness validation on different spatial scales during the SMOS validation campaign 2010 in the Rur catchment, Germany." In IGARSS 2011 - 2011 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc, 2011. doi:10.1109/IGARSS.2011.6050043

L. Delval, F. Jonard, and M. Javaux. "Belowground hydraulic resistance generates stomatal closure of grapevine in soil water-limited conditions." Paper presented at EGU General Assembly, Vienna, Austria, 15 May 2023. doi:10.5194/egusphere-egu23-5079

I. Baris, A. Osipov, H. Anglberger, T. Jagdhuber, F. Jonard, J. T. Johnson, and T. Eibert. "Partially polarized physical optics." Paper presented at IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Pasadena, United States - California, 2023.

D. Chaparro, T. Jagdhuber, M. Piles, F. Jonard, M. Baur, A. F. Feldman, D. J. Short Gianotti, and D. Entekhabi. "Water dynamics in the soil-plant-atmosphere continuum based on time-lagged correlations of satellite data." Paper presented at IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Pasadena, United States - California, 2023.

S. De Canniere, Q. Beauclaire, E. Pirotte, B. Longdoz, and F. Jonard. "Retrieving information on leaf resistance from new generation remote sensing data streams." Paper presented at ICOS Belgium Science Conference, Brussels, Belgium, 2023.

T. Dethinne, N. Ghilain, X. Fettweis, and F. Jonard. "Predicting the response of forest ecosystems to climate extremes using MODIS data in the Regional Climate Model MAR during the 2018 drought in Belgium." Poster session presented at Belgian Geographers Days, Namur, Belgium, 15 March 2024.

Y. Li, F. Jonard, M. Henrion, A. Moore, S. Lambot, S. Opfergelt, V. Vanacker, and K. Van Oost. "Peat soil thickness and carbon storage in the Belgian High Fens: insights from multi-sensor UAV remote sensing." Poster session presented at EGU General Assembly, Vienna, Austria, 08 March 2024. doi:10.5194/egusphere-egu24-3219

Y. Li, F. Jonard, M. Henrion, S. Lambot, S. Opfergelt, V. Vanacker, and K. Van Oost. "Pet soil thickness and carbon storage in the Belgian High Fens: insights from multi-sensor UAV remote sensing." Poster session presented at Belgian Science for Climate Action Conference, Brussels, Belgium, 2024.

J. Bates, L. Delval, C. Montzka, and F. Jonard. "Comparison of UAS LiDAR LAI retrieval methods for vineyards." Poster session presented at AGU Fall Meeting, San Francisco, United States - California, 2023.

J. Bates, F. Jonard, R. Bajracharya, H. Vereecken, and C. Montzka. "UAS LiDAR height, density, and intensity parameters and multispectral reflectance in artificial neural networks (ANN) for winter wheat biomass estimations over a growing season." Poster session presented at AGU Fall Meeting, San Francisco, United States - California, 2023.

J. Bates, C. Montzka, H. Vereecken, and F. Jonard. "Unmanned aircraft systems (UAS) evapotranspiration estimates evaluated in comparison with TERENO eddy covariance measurements." Poster session presented at 2nd TERENO-OZCAR Conference, Bonn, Germany, 2023.

S. De Canniere, D. Chaparro, M. Baur, T. Jagdhuber, and F. Jonard. "Soil moisture and vapour pressure deficit drive variation in TROPOMI fluorescence yield." Poster session presented at FLEX Fluorescence Workshop, Frascati, Italy, 2023.

F. Jonard, A. F. Feldman, D. J. Short Gianotti, and D. Entekhabi. "Remote sensing based framework for observing water and light limitation across global ecosystems." Poster session presented at AGU Fall Meeting, San Francisco, United States - California, 2023.