Professor Ruben Valbuena
Honorary Professor

Affiliations
Contact info
Room: G19, Thoday Building, School of Natural Sciences, Bangor University
Email: r.valbuena@bangor.ac.uk
Phone: +44 (0)1248 38 2445
Web: GoogleScholar, ResearchGate, Publons
My work consists in the use of big data to answer ecological questions at the ecosystem community and landscape levels. I use remote sensing data, LIDAR in particular, due to its great potential for analysing structural and morphological traits of ecosystems, and thus estimate carbon stocks, ecosystem services, or habitat suitability for species. During the last seven years, I have pioneer adaptations of methods based on Lorenz curves to forest science and remote sensing; work awarded with the International Union of Forest Researchers (IUFRO) 2019’s Outstanding Doctoral Research Award.
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Mapping forest structural heterogeneity of tropical montane forest remnants from airborne laser scanning and Landsat time series
Adhikari, H., Valbuena, R., Pellikka, P. K. E. & Heiskanen, J., 1 Jan 2020, In: Ecological Indicators. 108, 105739.Research output: Contribution to journal › Article › peer-review
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Effects of plot size, stand density, and scan density on the relationship between airborne laser scanning metrics and the Gini coefficient of tree size inequality
Adnan, S., Maltamo, M., Coomes, D. A. & Valbuena, R., Dec 2017, In: Canadian Journal of Forest Research. 47, 12, p. 1590-1602Research output: Contribution to journal › Article › peer-review
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Determining maximum entropy in 3D remote sensing height distributions and using it to improve aboveground biomass modelling via stratification
Adnan, S., Maltamo, M., Mehtätalo, L., Ammaturo, R. N. L., Packalen, P. & Valbuena, R., Jul 2021, In: Remote Sensing of Environment. 260, p. 112464 1 p.Research output: Contribution to journal › Article › peer-review
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A Simple Approach of Groundwater Quality Analysis, Classification, and Mapping in Peshawar, Pakistan
Adnan, S., Iqbal, J., Maltamo, M., Bacha, M. S., Shahab, A. & Valbuena, R., 7 Dec 2019, In: Environments. 6, 12Research output: Contribution to journal › Article › peer-review
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GIS-based DRASTIC model for groundwater vulnerability and pollution risk assessment in the Peshawar District, Pakistan
Adnan, S., Iqbal, J., Maltamo, M. & Valbuena, R., Aug 2018, In: Arabian Journal of Geosciences. 11, 16Research output: Contribution to journal › Article › peer-review
A simple approach to forest structure classification using airborne laser scanning that can be adopted across bioregions
Adnan, S., Maltamo, M., Coomes, D. A., García-Abril, A., Malhi, Y., Manzanera, J. A., Butt, N., Morecroft, M. & Valbuena, R., 15 Feb 2019, In: Forest Ecology and Management. 433, p. 111 - 121Research output: Contribution to journal › Article › peer-review
The effectiveness of lidar remote sensing for monitoring forest cover attributes and landscape restoration
Almeida, D. R. A., Stark, S. C., Chazdon, R., Nelson, B. W., Cesar, R. G., Meli, P., Gorgens, E. B., Duarte, M. M., Valbuena, R., Moreno, V. S., Mendes, A. F., Amazonas, N., Gonçalves, N. B., Silva, C. A., Schietti, J. & Brancalion, P. H. S., 15 Apr 2019, In: Forest Ecology and Management. 438, p. 34-43 10 p.Research output: Contribution to journal › Article › peer-review
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Monitoring restored tropical forest diversity and structure through UAV-borne hyperspectral and lidar fusion
Almeida, D. R. A. D., Broadbent, E. N., Ferreira, M. P., Meli, P., Zambrano, A. M. A., Gorgens, E. B., Resende, A. F., Almeida, C. T. D., Amaral, C. H. D., Corte, A. P. D., Silva, C. A., Romanelli, J. P., Prata, G. A., Papa, D. D. A., Stark, S. C., Valbuena, R., Nelson, B. W., Guillemot, J., Féret, J.-B., Chazdon, R. & Brancalion, P. H. S., Oct 2021, In: Remote Sensing of Environment. 264, 1 p., 112582.Research output: Contribution to journal › Article › peer-review
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Detecting successional changes in tropical forest structure using GatorEye drone-borne lidar
Alves de Almeida, D. R., Almeyda Zambrano, A. M., Broadbent, E. N., Wendt, A. L., Foster, P., Wilkinson, B. E., Salk, C., Papa, D. D. A., Stark, S. C., Valbuena, R., Gorgens, E. B., Silva, C. A., Santin Brancalion, P. H., Fagan, M., Meli, P. & Chazdon, R., Nov 2020, In: Biotropica. 52, 6, p. 1155-1167 13 p.Research output: Contribution to journal › Article › peer-review
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Persistent effects of fragmentation on tropical rainforest canopy structure after 20 yr of isolation
Alves de Almeida, D. R., Stark, S. C., Schietti, J., Camargo, J. L. C., Amazonas, N., Gorgens, E. B., Rosa, D. M., Smith, M. N., Valbuena, R., Saleska, S., Andrade, A., Mesquita, R., Laurance, S. G., Laurance, W. F., Lovejoy, T. E., Broadbet, E. N., Shimabukuro, Y. E., Parker, G. G., Lefsky, M., Silva, C. A. & Brancalion, P. H. S., 30 Sept 2019, In: Ecological Applications. 29, 6, e01952.Research output: Contribution to journal › Article › peer-review
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Contrasting fire damage and fire susceptibility between seasonally flooded forest and upland forest in the Central Amazon using portable profiling LiDAR
Alves de Almeida, D. R., Nelson, B. W., Schietti, J., Gorgens, E. B., Resende, A. F., Stark, S. C. & Valbuena, R., Oct 2016, In: Remote Sensing of Environment. 184, p. 153-160Research output: Contribution to journal › Article › peer-review
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Modeling Mediterranean forest structure using airborne laser scanning data
Bottalico, F., Chirici, G., Giannini, R., Mele, S., Mura, M., Puxeddu, M., McRobert, R. E., Valbuena, R. & Travaglini, D., 31 May 2017, In: International Journal of Applied Earth Observation and Geoinformation. 57, p. 145-153 9 p.Research output: Contribution to journal › Article › peer-review
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Beyond trees: Mapping total aboveground biomass density in the Brazilian savanna using high-density UAV-lidar data
Costa, M. B. T. D., Silva, C. A., Broadbent, E. N., Leite, R. V., Mohan, M., Liesenberg, V., Stoddart, J., Amaral, C. H. D., Almeida, D. R. A. D., Silva, A. L. D., Goya, L. R. R. Y., Cordeiro, V. A., Rex, F., Hirsch, A., Marcatti, G. E., Cardil, A., Mendonça, B. A. F. D., Hamamura, C., Corte, A. P. D., Matricardi, E. A. T., Hudak, A. T., Zambrano, A. M. A., Valbuena, R., Faria, B. L. D., Junior, C. H. L. S., Aragao, L., Ferreira, M. E., Liang, J., Carvalho, S. D. P. C. E. & Klauberg, C., 1 Jul 2021, In: Forest Ecology and Management. 491, p. 119155 1 p.Research output: Contribution to journal › Article › peer-review
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Aboveground biomass density models for NASA’s Global Ecosystem Dynamics Investigation (GEDI) lidar mission
Duncanson, L., Kellner, J. R., Armston, J., Dubayah, R., Minor, D. M., Hancock, S., Healey, S. P., Patterson, P. L., Saarela, S., Marselis, S., Silva, C. E., Bruening, J., Goetz, S. J., Tang, H., Hofton, M., Blair, B., Luthcke, S., Fatoyinbo, L., Abernethy, K., Alonso, A., Andersen, H.-E., Aplin, P., Baker, T. R., Barbier, N., Bastin, J. F., Biber, P., Boeckx, P., Bogaert, J., Boschetti, L., Boucher, P. B., Boyd, D. S., Burslem, D. F. R. P., Calvo-Rodriguez, S., Chave, J., Chazdon, R. L., Clark, D. B., Clark, D. A., Cohen, W. B., Coomes, D. A., Corona, P., Cushman, K. C., Cutler, M. E. J., Dalling, J. W., Dalponte, M., Dash, J., de-Miguel, S., Deng, S., Ellis, P. W., Erasmus, B., Fekety, P. A., Fernandez-Landa, A., Ferraz, A., Fischer, R., Fisher, A. G., García-Abril, A., Gobakken, T., Hacker, J. M., Heurich, M., Hill, R. A., Hopkinson, C., Huang, H., Hubbell, S. P., Hudak, A. T., Huth, A., Imbach, B., Jeffery, K. J., Katoh, M., Kearsley, E., Kenfack, D., Kljun, N., Knapp, N., Král, K., Krůček, M., Labrière, N., Lewis, S. L., Longo, M., Lucas, R. M., Main, R., Manzanera, J. A., Martínez, R. V., Mathieu, R., Memiaghe, H., Meyer, V., Mendoza, A. M., Monerris, A., Montesano, P., Morsdorf, F., Næsset, E., Naidoo, L., Nilus, R., O’Brien, M., Orwig, D. A., Papathanassiou, K., Parker, G., Philipson, C., Phillips, O. L., Pisek, J., Poulsen, J. R., Pretzsch, H., Rüdiger, C., Saatchi, S., Sanchez-Azofeifa, A., Sanchez-Lopez, N., Scholes, R., Silva, C. A., Simard, M., Skidmore, A., Stereńczak, K., Tanase, M., Torresan, C., Valbuena, R., Verbeeck, H., Vrska, T., Wessels, K., White, J. C., White, L. J. T., Zahabu, E. & Zgraggen, C., 2022, In: Remote Sensing of Environment. 270Research output: Contribution to journal › Article › peer-review
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Global analysis of the relationship between reconstructed solar induced chlorophyll fluorescence (SIF) and gross primary production (GPP)
Gao, H., Liu, S., Lu, W., Smith, A., Valbuena, R., Yan, W., Wang, Z., Xiao, L., Peng, X., Li, Q., Feng, Y., McDonald, M., Pagella, T., Liao, J., Wu, Z. & Zhang, G., 18 Jul 2021, In: Remote Sensing. 13, 14Research output: Contribution to journal › Article › peer-review
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Analysis of Mediterranean Vegetation Fuel Type Changes Using Multitemporal LiDAR
García-Cimarras, A., Manzanera, J. A. & Valbuena, R., 12 Mar 2021, In: Forests. 12, 3Research output: Contribution to journal › Article › peer-review
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Resource availability and disturbance shape maximum tree height across the Amazon
Gorgens, E., Nunes, M. H., Jackson, T., Coomes, D., Keller, M., Reis, C. R., Valbuena, R., Rosette, J., de Almeida, D. R. A., Gimenez, B., Cantinho, R., Motta, A. Z., Assis, M., de Souza Pereira, F. R., Spanner, G., Higuchi, N. & Ometto, J. P., 19 May 2020, (bioRxiv).Research output: Working paper
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Resource availability and disturbance shape maximum tree height across the Amazon
Gorgens, E. B., Nunes, M. H., Jackson, T., Coomes, D., Keller, M., Reis, C. R., Valbuena, R., Rosette, J., de Almeida, D. R. A., Gimenez, B., Cantinho, R., Motta, A. Z., Assis, M., de Souza Pereira, F. R., Spanner, G., Higuchi, N. & Ometto, J. P., Jan 2021, In: Global Change Biology. 27, 1, p. 177-189 13 p.Research output: Contribution to journal › Article › peer-review
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A method for optimizing height threshold when computing airborne laser scanning metrics
Gorgens, E. B., Valbuena, R. & Rodriguez, L. C. E., 1 May 2017, In: Photogrammetric Engineering and Remote Sensing. 83, 5, p. 343-350 8 p.Research output: Contribution to journal › Article › peer-review
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Automated operational logging plan considering multi-criteria optimization
Görgens, E. B., Mund, J.-P., Cremer, T., Conto, T. D., Krause, S., Valbuena, R. & Rodriguez, L. C. E., 1 Mar 2020, In: Computers and Electronics in Agriculture. 170, p. 105253 1 p.Research output: Contribution to journal › Article › peer-review
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Remote sensing approach for spatial planning of land management interventions in West African savannas
Heiskanen, J., Liu, J., Valbuena, R., Aynekulu, E., Packalen, P. & Pellikka, P., May 2017, In: Journal of Arid Environments. 140, p. 29-41 13 p.Research output: Contribution to journal › Article › peer-review
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Influence of the resolution of forest cover maps in evaluating fragmentation and connectivity to assess habitat conservation status
Hernando, A., Velázquez, J., Valbuena, R., Legrand, M. & García-Abril, A., Aug 2017, In: Ecological Indicators. 79, p. 295-302 8 p.Research output: Contribution to journal › Article › peer-review
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Estimation of forest biomass components using airborne LiDAR and multispectral sensors
Hernando, A., Puerto, L., Mola-Yudego, B., Antonio Manzanera, J., Garcia-Abril, A., Maltamo, M. & Valbuena, R., 30 Apr 2019, In: iForest. 12, p. 207-213Research output: Contribution to journal › Article › peer-review
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Current Trends in Forest Ecological Applications of Three-Dimensional Remote Sensing: Transition from Experimental to Operational Solutions?
Latifi, H. & Valbuena, R., 9 Oct 2019, In: Forests. 10, 10Research output: Contribution to journal › Article › peer-review
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Large scale multi-layer fuel load characterization in tropical savanna using GEDI spaceborne lidar data
Leite, R. V., Silva, C. A., Broadbent, E. N., Amaral, C. H. D., Liesenberg, V., Almeida, D. R. A. D., Mohan, M., Godinho, S., Cardil, A., Hamamura, C., Faria, B. L. D., Brancalion, P. H. S., Hirsch, A., Marcatti, G. E., Dalla Corte, A. P., Zambrano, A. M. A., Costa, M. B. T. D., Matricardi, E. A. T., Silva, A. L. D., Goya, L. R. R. Y., Valbuena, R., Mendonça, B. A. F. D., Silva Junior, C. H. L., Aragão, L. E. O. C., García, M., Liang, J., Merrick, T., Hudak, A. T., Xiao, J., Hancock, S., Duncason, L., Ferreira, M. P., Valle, D., Saatchi, S. & Klauberg, C., Jan 2022, In: Remote Sensing of Environment. 268, 112764.Research output: Contribution to journal › Article › peer-review
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Airborne laser scanning for tree diameter distribution modelling: a comparison of different modelling alternatives in a tropical single-species plantation
Maltamo, M., Mehtatalo, L., Valbuena, R., Vauhkonen, J. & Packalen, P., Jan 2018, In: Forestry. 91, 1, p. 121-131Research output: Contribution to journal › Article › peer-review
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Fusion of airborne LiDAR and multispectral sensors reveals synergic capabilities in forest structure characterization
Manzanera, J. A., García-Abril, A., Pascual, C., Tejera, R., Martín-Fernández, S., Tokola, T. & Valbuena, R., 2016, In: GIScience and Remote Sensing. 53, 6, p. 723-738 16 p.Research output: Contribution to journal › Article › peer-review
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Remote sensing estimates and measures of uncertainty for forest variables at different aggregation levels
Mauro, F., Molina, I., García-Abril, A., Valbuena, R. & Ayuga-Téllez, E., 2016, In: EnvironMetrics. 27, 4, p. 225-238 14 p.Research output: Contribution to journal › Article › peer-review
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Influence of global navigation satellite system errors in positioning inventory plots for treeheight distribution studies
Mauro, F., Valbuena, R., Manzanera, J. A. & García-Abril, A., 2011, In: Canadian Journal of Forest Research. 41, 1, p. 11-23 13 p.Research output: Contribution to journal › Article › peer-review
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Forest canopy height retrieval using LiDAR data, medium-resolution satellite imagery and kNN estimation in Aberfoyle, Scotland
McInerney, D. O., Suarez-Minguez, J., Valbuena, R. & Nieuwenhuis, M., Apr 2010, In: Forestry. 83, 2, p. 195-206 12 p.Research output: Contribution to journal › Article › peer-review
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Wood biomass potentials for energy in northern Europe: Forest or plantations?
Mola-Yudego, B., Arevalo, J., Díaz-Yáñez, O., Dimitriou, I., Haapala, A., Carlos Ferraz Filho, A., Selkimäki, M. & Valbuena, R., Nov 2017, In: Biomass and Bioenergy. 106, p. 95-103 9 p.Research output: Contribution to journal › Article › peer-review
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Usability of citizen science observations together with airborne laser scanning data in determining the habitat preferences of forest birds
Mononen, L., Auvinen, A.-P., Packalen, P., Virkkala, R., Valbuena, R., Bohlin, I., Valkama, J. & Vihervaara, P., 15 Dec 2018, In: Forest Ecology and Management. 430, p. 498-508Research output: Contribution to journal › Article › peer-review
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Recovery of logged forest fragments in a human-modified tropical landscape during the 2015-16 El Niño
Nunes, M. H., Jucker, T., Riutta, T., Svátek, M., Kvasnica, J., Rejžek, M., Matula, R., Majalap, N., Ewers, R. M., Swinfield, T., Valbuena, R., Vaughn, N. R., Asner, G. P. & Coomes, D. A., 9 Mar 2021, In: Nature Communications. 12, 1, p. 1526Research output: Contribution to journal › Article › peer-review
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Concerns about reported harvests in European forests
Palahí, M., Valbuena, R., Senf, C., Acil, N., Pugh, T. A. M., Sadler, J., Seidl, R., Potapov, P., Gardiner, B., Hetemäki1, L., Chirici, G., Francini, S., Hlásny, T., Lerink, B. J. W., Olsson, H., Olabarria, J. R. G., Ascoli, D., Asikainen, A., Bauhus, J., Berndes, G., Donis, J., Fridman, J., Hanewinkel, M., Jactel, H., Lindner, M., Marchetti, M., Marušák, R., Sheil, D., Tomé, M., Trasobares, A., Verkerk, P. J., Korhonen, M. & Nabuurs, G.-J., 29 Apr 2021, In: Nature. 592, 7856, p. E15-E17Research output: Contribution to journal › Article › peer-review
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Evaluating tropical forest classification and field sampling stratification from lidar to reduce effort and enable landscape monitoring
Papa, D. D. A., Almeida, D. R. A. D., Silva, C. A., Figueiredo, E. O., Stark, S. C., Valbuena, R., Rodriguez, L. C. E. & Oliveira, M. V. N. D., 1 Feb 2020, In: Forest Ecology and Management. 457, 117634.Research output: Contribution to journal › Article › peer-review
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Long-term satellite observations show continuous increase of vegetation growth enhancement in urban environment
Peng, X., Jiang, S., Liu, S., Valbuena, R., Smith, A., Zhan, Y., Shi, Y., Ning, Y., Feng, S., Gao, H. & Wang, Z., 10 Nov 2023, In: Science of the Total Environment. 898, 165515.Research output: Contribution to journal › Article › peer-review
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Comparison of Statistical Modelling Approaches for Estimating Tropical Forest Aboveground Biomass Stock and Reporting Their Changes in Low-Intensity Logging Areas Using Multi-Temporal LiDAR Data
Rex, F. E., Silva, C. A., Dalla Corte, A. P., Klauberg, C., Mohan, M., Cardil, A., Silva, V. S. D., Almeida, D. R. A. D., Garcia, M., Broadbent, E. N., Valbuena, R., Stoddart, J., Merrick, T. & Hudak, A. T., 8 May 2020, In: Remote Sensing. 12, 9, 1498.Research output: Contribution to journal › Article › peer-review
Valuation of growing stock using multisource GIS data, a stem quality database, and bucking simulation
Sanz, B., Malinen, J., Leppanen, V., Valbuena, R., Kauranne, T. & Tokola, T., 19 Jun 2018, In: Canadian Journal of Forest Research. 48, 8, p. 888-897Research output: Contribution to journal › Article › peer-review
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The Forest Observation System, building a global reference dataset for remote sensing of forest biomass
Schepaschenko, D., Chave, J., Phillips, O. L., Lewis, S. L., Davies, S. J., Rejou-Mechain, M., Sist, P., Scipal, K., Perger, C., Herault, B., Labriere, N., Hofhansl, F., Affum-Baffoe, K., Aleinikov, A., Alonso, A., Amani, C., Araujo-Murakami, A., Armston, J., Arroyo, L., Ascarrunz, N., Azevedo, C., Baker, T., Balazy, R., Bedeau, C., Berry, N., Bilous, A. M., Bilous, S. Y., Bissiengou, P., Blanc, L., Bobkova, K. S., Braslavskaya, T., Brienen, R., Burslem, D. F. R. P., Condit, R., Cuni-Sanchez, A., Danilina, D., del Castillo Torres, D., Derroire, G., Descroix, L., Sotta, E. D., d'Oliveira, M. V. N., Dresel, C., Erwin, T., Evdokimenko, M. D., Falck, J., Feldpausch, T. R., Foli, E. G., Foster, R., Fritz, S., Damian Garcia-Abril, A., Gornov, A., Gornova, M., Gothard-Bassebe, E., Gourlet-Fleury, S., Guedes, M., Hamer, K. C., Susanty, F. H., Higuchi, N., Honorio Coronado, E. N., Hubau, W., Hubbell, S., Ilstedt, U., Ivanov, V. V., Kanashiro, M., Karlsson, A., Karminov, V. N., Killeen, T., Koffi, J.-C. K., Konovalova, M., Kraxner, F., Krejza, J., Krisnawati, H., Krivobokov, L. V., Kuznetsov, M. A., Lakyda, I., Lakyda, P. I., Licona, J. C., Lucas, R. M., Lukina, N., Lussetti, D., Malhi, Y., Antonio Manzanera, J., Marimon, B., Marimon Junior, B. H., Vasquez Martinez, R., Martynenko, O. V., Matsala, M., Matyashuk, R. K., Mazzei, L., Memiaghe, H., Mendoza, C., Monteagudo Mendoza, A., Moroziuk, O. V., Mukhortova, L., Musa, S., Nazimova, D. I., Okuda, T., Oliveira, L. C., Ontikov, P. V., Osipov, A. F., Pietsch, S., Playfair, M., Poulsen, J., Radchenko, V. G., Rodney, K., Rozak, A. H., Ruschel, A., Rutishauser, E., See, L., Shchepashchenko, M., Shevchenko, N., Shvidenko, A., Silveira, M., Singh, J., Sonke, B., Souza, C., Sterenczak, K., Stonozhenko, L., Sullivan, M. J. P., Szatniewska, J., Aedoumg, H. T., Ter Steege, H., Tikhonova, E., Toledo, M., Trefilova, O. V., Valbuena, R., Valenzuela Gamarra, L., Vasiliev, S., Vedrova, E. F., Verhovets, S. V., Vidal, E., Vladimirova, N. A., Vleminckx, J., Vos, V. A., Vozmitel, F. K., Wanek, W., West, T. A. P., Woell, H., Woods, J. T., Wortel, V., Yamada, T., Hajar, Z. S. N. & Zo-Bi, I. C., 10 Oct 2019, In: Scientific data. 6, 198Research output: Contribution to journal › Article › peer-review
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ForestGapR: An r Package for forest gap analysis from canopy height models
Silva, C. A., Valbuena, R., Pinage, E. R., Mohan, M., Alves de Almeida, D. R., Broadbent, E. N., Jaafar, W. S. W. M., de Almeida Papa, D., Cardil, A. & Klauberg, C., 31 Aug 2019, In: Methods in Ecology and Evolution. 10, 8, p. 1347-1356Research output: Contribution to journal › Article › peer-review
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Combined Impact of Sample Size and Modeling Approaches for Predicting Stem Volume in Eucalyptus spp. Forest Plantations Using Field and LiDAR Data
Silva, V. S. D., Silva, C. A., Mohan, M., Cardil, A., Rex, F. E., Loureiro, G. H., Almeida, D. R. A. D., Broadbent, E. N., Gorgens, E. B., Dalla Corte, A. P., Silva, E. A., Valbuena, R. & Klauberg, C., 1 May 2020, In: Remote Sensing. 12, 9Research output: Contribution to journal › Article › peer-review
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Simulation of overflow thresholds in urban basins: Case study in Tuxtla Gutiérrez, Mexico
Silva Cervantes, M., Hernando, A., García-Abril, A., Valbuena, R., Velázquez Saornil, J. & Manzanera, J. A., 1 Sept 2020, In: River Research and Applications. 36, 7, p. 1307-1320 14 p.Research output: Contribution to journal › Article › peer-review
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Vascular optimality dictates plant morphology away from Leonardo’s rule
Sopp, S. & Valbuena, R., Sept 2023, In: Proceedings of the National Academy of Sciences of the United States of America: PNAS. 120, 39, e2215047120.Research output: Contribution to journal › Article › peer-review
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A Conceptual Model for Detecting Small-Scale Forest Disturbances Based on Ecosystem Morphological Traits
Stoddart, J., Almeida, D., Silva, C. A., Gorgens, E. B., Keller, M. & Valbuena, R., 15 Feb 2022, In: Remote Sensing. 14, 4Research output: Contribution to journal › Article › peer-review
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Continuous Cover Forestry and Remote Sensing : A Review of Knowledge Gaps, Challenges, and Potential Directions
Stoddart, J., Suarez, J., Mason, W. & Valbuena, R., Dec 2023, In: Current Forestry Reports. 9, 6, p. 490-501 12 p.Research output: Contribution to journal › Article › peer-review
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Standardizing Ecosystem Morphological Traits from 3D Information Sources
Valbuena, R., O'Connor, B., Zellweger, F., Simonson, W., Vihervaara, P., Maltamo, M., Silva, C. A., Almeida, D. R. A., Danks, F., Morsdorf, F., Chirici, G., Lucas, R., Coomes, D. A. & Coops, N. C., 1 Aug 2020, In: Trends in Ecology and Evolution. 35, 8, p. 656-667Research output: Contribution to journal › Review article › peer-review
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Classification of forest development stages from national low-density lidar datasets: A comparison of machine learning methods [Clasificación de etapas de desarrollo forestal a partir de datos de vuelos lidar nacionales de baja densidad: Comparación de métodos de aprendizaje automático]
Valbuena, R., Maltamo, M. & Packalen, P., 1 Feb 2016, In: Revista de Teledeteccion. 45, Special Issue, p. 15-25 11 p.Research output: Contribution to journal › Article › peer-review
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Enhancing of accuracy assessment for forest above-ground biomass estimates obtained from remote sensing via hypothesis testing and overfitting evaluation
Valbuena, R., Hernando, A., Manzanera, J. A., Gorgens, E. B., Almeida, D. R. A., Mauro, F., Garcia-Abril, A. & Coomes, D. A., 24 Dec 2017, In: Ecological Modelling. 366, p. 15-26Research output: Contribution to journal › Article › peer-review
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Accuracy and precision of GPS receivers under forest canopies in a mountainous environment [Exactitud y precisiońn de receptores GPS bajo cubiertas forestales en ambientes montañosos]
Valbuena, R., Mauro, F., Rodriguez-Solano, R. & Manzanera, J. A., 2010, In: Spanish Journal of Agricultural Research. 8, 4, p. 1047-1057 11 p.Research output: Contribution to journal › Article › peer-review
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Classification of multilayered forest development classes from low-density national airborne lidar datasets
Valbuena, R., Maltamo, M. & Packalen, P., Aug 2016, In: Forestry. 89, 4, p. 392-401 10 p.Research output: Contribution to journal › Article › peer-review