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Hydroland

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Publications.

2019

Barrios, J. M., Ghilain, N., Arboleda, A. and Gellens-Meulenberghs, F., 2019 : Daily evapotranspiration at sub-kilometre resolution through surface energy balance modelling and Random Forest-based downscaling. EGU2019, Vienna, 8-12th April 2019 (oral).

 

2018

Peer reviewed:

Barrios, J. M., Ghilain, N., Arboleda, A., Sachs, T. and Gellens-Meulenberghs, F., 2018: Daily evapotranspiration at sub-kilometre spatial resolution by combining observations from geostationary and polar-orbit satellites. International Journal of Remote Sensing, DOI: 10.1080/01431161.2018.1504340 .

Van de Vyver, H., 2018: A multiscaling‐ based intensity–duration–frequency model for extreme precipitation. Hydrological Processes 32: 1635–1647.

Van de Vyver, H. and Van den Bergh, J., 2018: The Gaussian copula model for the joint deficit index for droughts. Journal of Hydrology 561: 987–999.

Other publications:

Arboleda, A., Ghilain, N., Barrios, J. M. and Gellens-Meulenberghs, F., 2018: An improved version of the LSA-SAF evapotranspiration and new surface heat fluxes products. Poster at the Joint International Surface Working Group and Satellite Applications Facility on Land Surface Analysis (ISWG - LSA-SAF) Workshop, 26-28 June 2018, Lisbon, Portugal.

Barrios, J. M., Ghilain, N., Arboleda, A. and Gellens- Meulenberghs, F., 2018: Towards sub-kilometre daily Evapotranspiration by exploiting Proba-V in surface energy balance modelling and Random Forest-based modelling. Presentation at PROBA-V Symposium 2018. Ostend, 29-31 May 2018, Belgium.

Barrios, J. M., Ghilain, N., Arboleda, A. and Gellens-Meulenberghs, F., 2018: Daily Evapotranspiration at sub-kilometer spatial resolution by combining surface energy balance modelling and statistical downscaling. Poster at the Joint International Surface Working Group and Satellite Applications Facility on Land Surface Analysis (ISWG - LSA-SAF) Workshop, 26-28 June 2018, Lisbon, Portugal.

Barrios, J.M., Gellens- Meulenberghs, F., Hamdi, R., Wieneke, S., Janssens, I. and Balzarolo, M., 2018: Landscape heterogeneity around flux measurement stations investigated through Sentinel-2 and PROBA-V satellite imagery. Proceedings of the SPIE Remote Sensing. Berlin, 10-13 September 2018, 13 pp.

Bourgeois, Q., Duguay-Tetzlaff, A., Stöckli, R., John, V., Lattanzio, A., Schulz, J., Hollmann, R., Trentmann, J., Clerbaux, N., Gellens-Meulenberghs, F., Ghilain, N., Urbain, M., Trigo, I., 2018: Regional Land Fluxes TCDR within the EUMETSAT Climate Monitoring SAF: Surface Radiation Budget. Poster presented at the EUMETSAT Meteorological Satellite Conference 2018, 17-21 September 2018, Tallinn, Estonia.

Ghilain, N., 2018: Mapping water and heat release from land surface over several continents thanks to geostationary satellites. Royal Meteorological Institute of Belgium seminar series, 29 March 2018, Brussels, Belgium.

Ghilain, N., 2018: Training course on the use of satellite products for drought monitoring and agro-meteorological applications, WMO/ EUMETSAT, 22-25 October 2018, Venue: EUMETSAT HQ, Darmstadt, Germany (invited).

Ghilain, N., Arboleda, A., Barrios, J. M. and Gellens-Meulenberghs, F., 2018: LSA-SAF ET&SF – version 2: monitoring evapotranspiration & surface heat fluxes over entire continents at kilometer scale in near-real time thanks to satellite data. Abstract, EGU 2018, 8-13 April, Vienna, Austria.

Ghilain, N., Arboleda, A., Barrios, M. and Gellens-Meulenberghs, F., 2018: LSA-SAF ET&SF – version 2: an improved monitoring of evapotranspiration & surface heat fluxes thanks to the assimilation of vegetation and land surface temperature. Presentation at the Joint International Surface Working Group and Satellite Applications Facility on Land Surface Analysis (ISWG - LSA-SAF) Workshop, 26-28 June 2018, Lisbon, Portugal.

Maleki, M.; Wieneke, S.; Barrios, J.M.: Liu, Q.; Janssens, I.; Balzarolo, M., 2018: Identification of Novel Remote Sensed Based Indicators for Phenology. Abstract, EGU 2018, 8-13 April, Vienna, Austria.

Moutier, W., Ghilain, N., Urbain, M., Clerbaux, N., Gellens-Meulenberghs, F., Arboleda, A., Barrios, M., Bourgeois, Q., Duguay-Tetzlaff, A., Stöckli, R., Trigo, I., Johns, V., Lattanzio, A., Schulz, J. and Akkermans, T., 2018: Regional Land Fluxes TCDR within the EUMETSAT Climate Monitoring SAF: Evapotranspiration and Latent and Sensible Heat Fluxes. Poster presented at the EUMETSAT Meteorological Satellite Conference 2018, 17-21 September 2018, Tallinn, Estonia.

 

2017

Peer reviewed:

Baguis, P. and Roulin, E. Soil Moisture Data Assimilation in a Hydrological Model: A Case Study in Belgium Using Large-Scale Satellite Data. Remote Sens. 2017, 9(8), 820; doi:10.3390/rs9080820.

Pelosi, A., H. Medina, J. Van den Bergh, S. Vannitsem, and G.B. Chirico, 2017: Adaptive Kalman Filtering for Postprocessing Ensemble Numerical Weather Predictions. Mon. Wea. Rev., 145, 4837–4854, https://doi.org/10.1175/MWR-D-17-0084.1

Other publications:

Arboleda, A.: Evapotranspiration and LSA-SAF Products. Training course on the use of satellite products for drought monitoring and agro-meteorological applications. WMO/ EUMETSAT, 24-28 April 2017, OSMZ HQ Budapest, Hungary (invited).

Arboleda, A., Ghilain N., Gellens-Meulenberghs, F.: Continuous monitoring of evapotranspiration (ET): Overview of LSA-SAF evapotranspiration products. Proc. SPIE 10421, Remote Sensing for Agriculture, Ecosystems, and Hydrology XIX, 104210E (17 October 2017); 11 – 14 September 2017 Warsaw, Poland; doi: 10.1117/12.2278249; https://doi.org/10.1117/12.2278249.

Arboleda, A., Ghilain N., Trigo, I., Coelho, S., Martins, J. P., Gellens-Meulenberghs, F.: LSA-SAF evapotranspiration and surface heat flux products 2.0, poster. EUMETSAT Satellite conference 2017. 02-05 October 2017, Rome, Italy.

Barrios, J.M, Gellens-Meulenberghs, F., Hamdi, R., Sebastian, W., Janssens, I., Balzarolo, M.: Landscape heterogeneity around ICOS Belgian eddy covariance sites investigated through satellite imagery. Poster: ICOS Belgium Science Conference. October, 20 2017.

Barrios, J.M., Ghilain, N., Arboleda, A., Gellens-Meulenberghs, F.: Testing the potential of Sentinel-3 in the generation of daily ET estimates at ∼ 1 km resolution over wetland ecosystems. Oral presentation in conference: Remote sensing of fluorescence, photosynthesis and vegetation status (Flex 2017). ESA-ESRIN. Frascati, Italy. 17 - 19 January 2017.

Barrios, J.M., Ghilain, N., Arboleda, A., Gellens-Meulenberghs, F.: Evaluating an energy balance setting and random forest-based downscaling for the estimation of daily ET at sub-kilometer spatial resolution. 1-4. 10.1109/Multi-Temp.2017.8035226.

Gellens-Meulenberghs, F. and Laffineur, Q.: First steps towards eddy covariance measurements of turbulent and CO2 fluxes at RMI: results of one year test phase in Uccle. Royal Meteorological Institute of Belgium seminar series, 22nd June 2017, Brussels, Belgium.

Gellens-Meulenberghs, F. and Laffineur, Q.: Test phase in Uccle towards eddy covariance measurements of sensible, latent and CO2 fluxes at RMI. Poster. ICOS-BE conference, October 2017, Gembloux, Belgium.

Ghilain, N.: Daily mapping of surface soil moisture over several continents with geostationary satellites. Royal Meteorological Institute of Belgium seminar series, February 2017, Brussels, Belgium.

Ghilain, N., Arboleda, A., Barrios, J.-M., Gellens-Meulenberghs, F.: “Impact of land cover map classification and spatiotemporal characteristics on 300 m to 5 km operational evapotranspiration mapping at continental-scale”. ESA Worldcover conference, March 2017, Frascati, Italy.

Ghilain, N., Arboleda, A., Barrios, J.-M., Gellens-Meulenberghs, F.: Operational land surface fluxes and evapotranspiration mapping over continents and validation with FLUXNET/ICOS observations. ICOS-BE conference, October 2017, Gembloux, Belgium.

Ghilain, N., Trigo, I. F., Arboleda, A., Barrios, J.-M., Batelaan, O., Gellens-Meulenberghs, F.: A soil moisture index derived from thermal infrared sensor on-board geostationary satellites over Europe, Africa and Australia. EGU general assembly, April 2017, Vienna, Austria.

Martínez, B., Campos-taberner, M., Sánchez-Ruiz, S., García-Haro, F. J., Amparo Gilabert, M., Arboleda, A., Ghilain, N., and Gellens-Meulenberghs, F.: Water stress correction of daily gross primary estimates for Europe and Africa using SEVIRI/MSG data. EUMETSAT Satellite conference 2017. 2-5 October 2017, Rome, Italy; https://www.eumetsat.int/website/home/News/ConferencesandEvents/DAT_3212307.html.

Martins, J. P. A., Trigo, I. F., Ghilain, N., Goettsche, F.-M., Ermida, S., Olesen, F.-S., Gellens-Meulenberghs, F., Arboleda, A.: A comparison of all-weather land surface temperature products. EGU general assembly, April 2017, Vienna, Austria.

Trigo, I.F., Freitas, S.C., da Camara, C., Carrer, D., García-Haro, J., Göttsche, F.M., Gellens-Meulenberghs, F., Irsic, M., Roujean, J.-L., Smets, B., Stoyanova, J., Wooster, M., and LSA SAF Team, 2017: The Satellite Applications Facility on Land Surface Analysis: Evolution towards the Next Generation of EUMETSAT Satellites. Proceedings of the EUMETSAT Meteorological Satellite Conference, Rome, Italy, 2-6 October 2017, 8 pp.

 

2016

Peer reviewed:

Petropoulos, G., Ireland, G., Lamine, S., Griffiths, H., Ghilain, N., Anagnostopoulos, V., North, M., Srivastava, P.K., Georgopoulou, H. 2016: Operational evapotranspiration estimates from SEVIRI in support of sustainable water management. International Journal of Applied Earth Observation and Geoinformation 49 pp. 175-187.

Van den Bergh, J. and Roulin, E., 2016. Postprocessing of Medium Range Hydrological Ensemble Forecasts Making Use of Reforecasts. Hydrology 2016, 3(2), 21; doi:10.3390/hydrology3020021.

Zamani, S.; Gobin, A.; Van de Vyver, H.; Gerlo, J., 2016: Atmospheric drought in Belgium - statistical analysis of precipitation deficit. International Journal of Climatology 36 pp. 3056–3071.

Other publications:

Arboleda A., Ghilain N., Gellens-Meulenberghs F. , 2016: The LSA-SAF evapotranspiration products, Living Planet Symposium, 9-13 May 2016, Prague, Czech Republic.

Gellens-Meulenberghs F., Ghilain N., Arboleda A., Barrios J. M. , 2016: Operational evapotranspiration based on Earth observation satellites, European Geophysical Union General Assembly, April 2016, Vienna, Austria.

Gellens-Meulenberghs F., Ghilain N., Arboleda A., Barrios J.M. , 2016: Land SAF evapotranspiration products and on-going research at RMI, WMO RAVI Hydrological Forum 2016, Workshop on Hydrological modelling, forecasting and warnings, 20 september 2016, Oslo, Norway.

Ghilain N., 2016: Chapter 16: Continental scale monitoring of subdaily and daily evapotranspiration enhanced by the assimilation of surface soil moisture derived from thermal infrared geostationary data, p.309-332, in Satellite Soil Moisture Retrieval: Techniques and Applications, P. K. Srivastava, G.Petropoulos & Y.H. Kerr, edts, Elsevier Publisher.

Ghilain N., Arboleda A., Barrios J.M., Gellens-Meulenberghs F. , 2016: Operational
evapotranspiration mapping based on Earth observation satellites supported by PRODEX research, PRODEX 30th anniversary symposium, 5-6 September 2016, Noordwijk, the Netherland.

Gobin, A., Van de Vyver, H., Vanwindekens, F., Planchon, V., Verspecht, A., Frutos de Cachorro, J., Buysse, J., 2016: Meteorological risks are drivers of environmental innovation in agro-ecosystem management. EGU 2016 General Assembly in Vienna, Austria.

Martins J.P.A., Trigo I.F., Ghilain N., Goettsche F.M., Olesen F.S., Gellens-Meulenberghs F., ArboledaA. , 2016: Feasibility study of an all-weather land surface temperature product, EUMETSAT conference, September 2016, Darmstadt, Germany.

Trigo I.F., Ghilain N., Arboleda A., Gellens-Meulenberghs F. , 2016: Monitoring evapotranspiration and surface heat fluxes in EUMETSAT LSA-SAF: Exploitation of LST from MSG/SEVIRI, GlobTemp Workshop, 8 June 2016, Lisbon, Portugal.

 

2015

Peer reviewed publications

Roulin, E., and S. Vannitsem, 2015. Post-processing of medium-range probabilistic hydrological forecasting : impact of forcing, initial conditions and model errors. Hydrological Processes, 29, 1434-1449 (doi:10.1002/hyp.10259).

Van de Vyver, H. 2015: On the estimation of continuous 24-h precipitation maxima. Stochastic Environmental Research & Risk Assessment 29, 653--663 .

Van de Vyver, H., 2015: Bayesian estimation of rainfall intensity–duration–frequency relationships. Journal of Hydrology 529 1451—1463.

Other publications

Barrios, J. M., Ghilain, N., Arboleda, A., Gellens-Meulenberghs, F.: Evidence of the Added-value of Vegetation Products from Sentinel-3 Precursors to Improve EUMETSAT LSA-SAF Evapotranspiration Product, Sentinel-3 for Science Workshop, Venice, Italy, 2 – 5 June 2015 (poster)

Barrios, J. M., Ghilain, N., Arboleda, A. and Gellens-Meulenberghs, F. : Towards evapotranspiration products with increased spatial resolution. Poster, presented by F. Meulenberghs at the LSA SAF 6th User Training Workshop University of Reading, Reading, UK, on 08-10 June 2015 (available at http://landsaf.meteo.pt/workshops.jsp;jsessionid=170AC436CEB5EBA02747B0F577A18572?seltab=1&starttab=0).

Barrios, J. M., Ghilain, N., Arboleda, A., Gellens-Meulenberghs, F.: Retrieving daily evapotranspiration from the combination of geostationary and polar-orbit satellite data. Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, Annecy, France, July 22-24, 2015, 4 pp.

Curnel Y., Vanwindekens F., Gobin A., Zamani S., Van de Vyver H., Verspecht A., Van Huylenbroeck G., Planchon V., 2015: Projet MERINOVA : ‘Les risques météorologiques comme moteurs d’innovation environnementale dans la gestion des agro-écosystèmes’. Oral presentation at the Colloque du réseau scientifique wallon Agriculture – Changement climatique (FACCE-WB) «Quel climat pour l’agriculture? Quelle agriculture pour le climat?» (Arlon, 20 May 2015).

Ghilain, N., Arboleda, A., and Gellens-Meulenberghs, F.: The LSA-SAF evapotranspiration products. Oral presentation by N. Ghilain at the LSA SAF 6th User Training Workshop University of Reading, Reading, UK, on 08-10 June 2015 (available at http://landsaf.meteo.pt/workshops.jsp;jsessionid=170AC436CEB5EBA02747B0F577A18572?seltab=1&starttab=0).

Ghilain, N. , Arboleda, A. and Gellens-Meulenberghs, F.: Prospective changes in LSA-SAF evapotranspiration products . Poster presented by A. Arboleda at the LSA SAF 6th User Training Workshop University of Reading, Reading, UK, on 08-10 June 2015 (available at http://landsaf.meteo.pt/workshops.jsp;jsessionid=170AC436CEB5EBA02747B0F577A18572?seltab=1&starttab=0).

Ghilain, N., Arboleda, A., Stökli, R., Clerbaux, N. and Gellens-Meulenberghs, F.: Climate data record of evapotranspiration and surface heat fluxes: a feasibility study based on joint LSA-SAF and CM-SAF capabilities (poster). Proceedings of the EUMETSAT meteorological satellite conference 2015, 21-25 September, Toulouse, France, 5 pp.

Ghilain, N., Arboleda, A., Gellens-Meulenberghs, F.: Continental scale monitoring of (sub-)daily evapotranspiration enhanced by the assimilation of geostationary data, GEWEX/ESA workshop on EO of the water cycle, Frascati, Italy, 20-23 October 2015 (poster).

Gobin, A., Van de Vyver, H., Oger, R., Curnel, Y., Zamani, S., Vandermeulen, V., Marlier, C., Van Huylenbroeck, G., 2015: Meteorological risks as drivers of innovation for agroecosystem management. EGU 2015 General Assembly in Vienna, Austria.

 

2014

Peer reviewed publications

Ghilain, N., De Roo, F. and Gellens-Meulenberghs, F.: Evapotranspiration monitoring with Meteosat Second Generation Satellites: improvement opportunities from moderate spatial resolution satellites for vegetation. International Journal of Remote Sensing, 35(7), 2654-2670, DOI: 10.1080/01431161.2014.883093; to share: http://www.tandfonline.com/doi/full/10.1080/01431161.2014.883093#.U8Z9G0BqPUs.

Ghilain, N. and Gellens-Meulenberghs, F.: Assessing the impact of land cover map resolution and geolocation accuracy on evapotranspiration simulations by a land surface model. Rem. Sens. Letters, 5(5), 491-499, doi: 10.1080/2150704X.2014.927081 ; http://www.tandfonline.com/eprint/tSdmwmMBwBnp73PKYGUZ/full; to share: http://www.tandfonline.com/eprint/tSdmwmMBwBnp73PKYGUZ/full#.U8Z7XUBqPUs.

Puca, S., Porcu, F., Rinollo, A., Vulpiani, G., Baguis, P., Balabanova, S., Campione, E., Ertürk, A., Gabellani, S., Iwanski, R., Jurašek, M., Kaňák, J., Kerényi, J., Koshinchanov, G., Kozinarova, G., Krahe, P., Lapeta, B., Lábó, E., Milani, L., Okon, L'., Öztopal, A., Pagliara, P., Pignone, F., Rachimow, C., Rebora, N., Roulin, E., Sönmez, I., Toniazzo, A., Biron, D., Casella, D., Cattani, E., Dietrich, S., Di Paola, F., Laviola, S., Levizzani, V., Melfi, D., Mugnai, A., Panegrossi, G., Petracca, M., Sanò, P., Zauli, F., Rosci, P., De Leonibus, L., Agosta, E., and Gattari, F.. The validation service of the hydrological SAF geostationary and polar satellite precipitation products. Nat. Hazards Earth Syst. Sci., 2014, 14, 871-889.

Sepulcre Canto, G., Vogt, J., Arboleda, A, Antofie, T.: Assessment of the EUMETSAT LSA-SAF evapotranspiration product for drought monitoring in Europe, Int. J. Applied EO Geoinf, 30, 190-202.

Other publications

Alirio A., Ghilain, N., Barrios, J.M. and Gellens-Meulenberghs, F.: EUMETSAT's LSA-SAF evapotranspiration products focus on Africa region. Poster, proceedings of the 2014 EUMETSAT Meteorological Satellite Conference Proceedings, Geneva, 22 - 26 September 2014, 3 pp.

Barrios, J. M., Ghilain, N., Arboleda, A. and Gellens-Meulenberghs, F.: Combining MSG/SEVIRI and SPOT/Vegetation for the computation of evapotranspiration at moderate resolution. Global Vegetation Monitoring and Modeling Conference, 3rd-7th February 2014, Avignon, France, 1 p.

Barrios, J. M., Ghilain, N., Arboleda, A. and Gellens-Meulenberghs, F.: Towards high temporal and moderate spatial resolutions in the remote sensing retrieval of evapotranspiration by combining geostationary and polar orbit satellite data. European Geophysical Union Assembly 2014, Vienna, 27/04-2/05/2014.Geophysical Research Abstracts, 16, EGU2014-10297, 1 pp.

Barrios, J.M.; Ghilain, N.; Arboleda, A.; Gellens-Meulenberghs, F.: Combining MSG measurements and moderate resolution remote sensing for monitoring evapotranspiration. RMI conference annual cycle. Uccle, Belgium. 17 September, 2014.

Barrios, J. M., Ghilain, N., Arboleda, A. and Gellens-Meulenberghs, F.: Retrieving evapotranspiration in forests by combining geostationary and polar orbit satellite data. 2014 ForestSAT conference. 4-7 November 2014, Riva del Garda (TN), Italy, 1 pp.

Barroso C., T. Jacobs, J.L. Roujean, I. Trigo, A. Arboleda, F. Camacho-de-Coca, D. Carrer, C. C. DaCamara, J. García-Haro, F. Gellens-Meulenberghs, N. Ghilain, F. Goettsche, F. Olesen, M. Wooster: The EUMETSAT SAF on Land Surface Analysis. 11th EUMETSAT User Forum in Africa, Johannesburg, South Africa, 8 – 12 September 2014, 1 pp.

Curnel, Y., Gobin, A., Van de Vyver, H., Zamani, S., Verspecht, A., Planchon, V., 2014: MERINOVA: meteorological risks as drivers of environmental innovation in agro-ecosystem, poster, FACCE. MACSUR mid-term meeting, 01-03 April 2014, Université de Sassari, Italy.

Curnel Y., Gobin A., Zamani S., Van de Vyver H., Verspecht A., Van Huylenbroeck G., Planchon V. 2014: MERINOVA project: ’Meteorological risks as drivers of environmental innovation in agroecosystems management’. Talk at the 19th Triennial Conference of the European Association for Potato Research (Brussels 6-11 July 2014).

Gellens-Meulenberghs, F., Ghilain, N., Arboleda, A., Barrios, M.: Interactions atmosphère-surface: de l’expérience à la modélisation numérique. Surface-atmosfeer interacties: van experiment tot wiskundige modellen. Poster. Space Pôle (RMI – ROB – BISA) Open Doors 2014, 11-12/10/2014, Brussels.

Gellens-Meulenberghs, F., Ghilain, N., Arboleda, A., Barrios, M.: Experiences: température ressentie / évaporation, Experimenten: gevoelstemperatuur / evaporatie. Space Pôle (RMI – ROB – BISA) Open Doors 2014, 11-12/10/2014, Brussels.

Ghilain, N., Arboleda, A and Gellens-Meulenberghs, F.: Comparison of soil moisture products (ECMWF forecast, H-SAF SM-DAS-2 product and LSA-SAF (LST_SM) and its impact on modelled LSA-SAF evapotranspiration. H-SAF and HEPEX workshops on coupled hydrology, 3-7 November 2014, Reading, UK, poster abstract, 1 pp.

Van de Vyver, H.: Bayesian estimation of rainfall intensity-duration-frequency relationships (invited speaker). Workshop on “Variability of precipitation at different temporal scales: from long term trends to flush flood events”, June, 12-13th 2014, Madrid. Organization by the Spanish Committee WCRP.

Zamani, S., Van de Vyver, H., Gobin, A., 2014: Spatial analysis of extreme precipitation deficit as an index for atmospheric drought in Belgium. In natural hazards session at the EGU 2014 General Assembly in Vienna.