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Satellite remote sensing of ecosystem functions: opportunities, challenges and way forward
Pettorelli, Nathalie, Schulte to Bühne, Henrike, Tulloch, Ayesha, Dubois, Grégoire, Macinnis‐Ng, Cate, Queirós, Ana M., Keith, David A., Wegmann, Martin, Schrodt, Franziska, Stellmes, Marion, Sonnenschein, Ruth, Geller, Gary N., Roy, Shovonlal, Somers, Ben, Murray, Nicholas, Bland, Lucie, Geijzendorffer, Ilse, Kerr, Jeremy T., Broszeit, Stefanie, Leitão, Pedro J., Duncan, Clare, El Serafy, Ghada, He, Kate S., Blanchard, Julia L., Lucas, Richard, Mairota, Paola, Webb, Thomas J., Nicholson, Emily, Rowcliffe, Marcus, Disney, Mat
Published in Remote sensing in ecology and conservation (01.06.2018)
Published in Remote sensing in ecology and conservation (01.06.2018)
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Using the U‐net convolutional network to map forest types and disturbance in the Atlantic rainforest with very high resolution images
Wagner, Fabien H., Sanchez, Alber, Tarabalka, Yuliya, Lotte, Rodolfo G., Ferreira, Matheus P., Aidar, Marcos P. M., Gloor, Emanuel, Phillips, Oliver L., Aragão, Luiz E. O. C., Pettorelli, Nathalie, Clerici, Nicola
Published in Remote sensing in ecology and conservation (01.12.2019)
Published in Remote sensing in ecology and conservation (01.12.2019)
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A review of camera trapping for conservation behaviour research
Caravaggi, Anthony, Banks, Peter B., Burton, A Cole, Finlay, Caroline M. V., Haswell, Peter M., Hayward, Matt W., Rowcliffe, Marcus J., Wood, Mike D., Pettorelli, Nathalie, Sollmann, Rahel
Published in Remote sensing in ecology and conservation (01.09.2017)
Published in Remote sensing in ecology and conservation (01.09.2017)
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Investigating animal activity patterns and temporal niche partitioning using camera‐trap data: challenges and opportunities
Frey, Sandra, Fisher, Jason T., Burton, A. Cole, Volpe, John P., Rowcliffe, Marcus
Published in Remote sensing in ecology and conservation (01.09.2017)
Published in Remote sensing in ecology and conservation (01.09.2017)
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Mapping the world's coral reefs using a global multiscale earth observation framework
B. Lyons, Mitchell, M. Roelfsema, Chris, V. Kennedy, Emma, M. Kovacs, Eva, Borrego‐Acevedo, Rodney, Markey, Kathryn, Roe, Meredith, M. Yuwono, Doddy, L. Harris, Daniel, R. Phinn, Stuart, Asner, Gregory P., Li, Jiwei, E. Knapp, David, S. Fabina, Nicholas, Larsen, Kirk, Traganos, Dimosthenis, J. Murray, Nicholas, Pettorelli, Nathalie, Lecours, Vincent
Published in Remote sensing in ecology and conservation (01.12.2020)
Published in Remote sensing in ecology and conservation (01.12.2020)
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Convolutional Neural Networks accurately predict cover fractions of plant species and communities in Unmanned Aerial Vehicle imagery
Kattenborn, Teja, Eichel, Jana, Wiser, Susan, Burrows, Larry, Fassnacht, Fabian E., Schmidtlein, Sebastian, Horning, Ned, Clerici, Nicola
Published in Remote sensing in ecology and conservation (01.12.2020)
Published in Remote sensing in ecology and conservation (01.12.2020)
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Framing the concept of satellite remote sensing essential biodiversity variables: challenges and future directions
Pettorelli, Nathalie, Wegmann, Martin, Skidmore, Andrew, Mücher, Sander, Dawson, Terence P., Fernandez, Miguel, Lucas, Richard, Schaepman, Michael E., Wang, Tiejun, O'Connor, Brian, Jongman, Robert H.G., Kempeneers, Pieter, Sonnenschein, Ruth, Leidner, Allison K., Böhm, Monika, He, Kate S., Nagendra, Harini, Dubois, Grégoire, Fatoyinbo, Temilola, Hansen, Matthew C., Paganini, Marc, Klerk, Helen M., Asner, Gregory P., Kerr, Jeremy T., Estes, Anna B., Schmeller, Dirk S., Heiden, Uta, Rocchini, Duccio, Pereira, Henrique M., Turak, Eren, Fernandez, Nestor, Lausch, Angela, Cho, Moses A., Alcaraz‐Segura, Domingo, McGeoch, Mélodie A., Turner, Woody, Mueller, Andreas, St‐Louis, Véronique, Penner, Johannes, Vihervaara, Petteri, Belward, Alan, Reyers, Belinda, Geller, Gary N., Boyd, Doreen
Published in Remote sensing in ecology and conservation (01.09.2016)
Published in Remote sensing in ecology and conservation (01.09.2016)
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Using very‐high‐resolution satellite imagery and deep learning to detect and count African elephants in heterogeneous landscapes
Duporge, Isla, Isupova, Olga, Reece, Steven, Macdonald, David W., Wang, Tiejun, Pettorelli, Nathalie, Buchanan, Graeme
Published in Remote sensing in ecology and conservation (01.09.2021)
Published in Remote sensing in ecology and conservation (01.09.2021)
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Real‐time insect tracking and monitoring with computer vision and deep learning
Bjerge, Kim, Mann, Hjalte M. R., Høye, Toke Thomas, Sankey, Temuulen, Ahumada, Jorge
Published in Remote sensing in ecology and conservation (01.06.2022)
Published in Remote sensing in ecology and conservation (01.06.2022)
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Sentinel‐2 accurately maps green‐attack stage of European spruce bark beetle (Ips typographus, L.) compared with Landsat‐8
Abdullah, Haidi, Skidmore, Andrew K., Darvishzadeh, Roshanak, Heurich, Marco, Pettorelli, Nathalie, Disney, Mat
Published in Remote sensing in ecology and conservation (01.03.2019)
Published in Remote sensing in ecology and conservation (01.03.2019)
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Will remote sensing shape the next generation of species distribution models?
He, Kate S., Bradley, Bethany A., Cord, Anna F., Rocchini, Duccio, Tuanmu, Mao‐Ning, Schmidtlein, Sebastian, Turner, Woody, Wegmann, Martin, Pettorelli, Nathalie, Nagendra, Harini, Horning, Ned
Published in Remote sensing in ecology and conservation (01.10.2015)
Published in Remote sensing in ecology and conservation (01.10.2015)
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Spatial resolution, spectral metrics and biomass are key aspects in estimating plant species richness from spectral diversity in species‐rich grasslands
Rossi, Christian, Kneubühler, Mathias, Schütz, Martin, Schaepman, Michael E., Haller, Rudolf M., Risch, Anita C., Disney, Mat, He, Kate
Published in Remote sensing in ecology and conservation (01.06.2022)
Published in Remote sensing in ecology and conservation (01.06.2022)
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Location, location, location: considerations when using lightweight drones in challenging environments
Duffy, James P., Cunliffe, Andrew M., DeBell, Leon, Sandbrook, Chris, Wich, Serge A., Shutler, Jamie D., Myers‐Smith, Isla H., Varela, Miguel R., Anderson, Karen, Pettorelli, Nathalie, Horning, Ned
Published in Remote sensing in ecology and conservation (01.03.2018)
Published in Remote sensing in ecology and conservation (01.03.2018)
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UAV hyperspectral and lidar data and their fusion for arid and semi‐arid land vegetation monitoring
Sankey, Temuulen T., McVay, Jason, Swetnam, Tyson L., McClaran, Mitchel P., Heilman, Philip, Nichols, Mary, Pettorelli, Nathalie, Horning, Ned
Published in Remote sensing in ecology and conservation (01.03.2018)
Published in Remote sensing in ecology and conservation (01.03.2018)
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Terrestrial primary production for the conterminous United States derived from Landsat 30 m and MODIS 250 m
Robinson, Nathaniel P., Allred, Brady W., Smith, William K., Jones, Matthew O., Moreno, Alvaro, Erickson, Tyler A., Naugle, David E., Running, Steven W., Pettorelli, Nathalie, Paruelo, Jose
Published in Remote sensing in ecology and conservation (01.09.2018)
Published in Remote sensing in ecology and conservation (01.09.2018)
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Automated detection of Hainan gibbon calls for passive acoustic monitoring
Dufourq, Emmanuel, Durbach, Ian, Hansford, James P., Hoepfner, Amanda, Ma, Heidi, Bryant, Jessica V., Stender, Christina S., Li, Wenyong, Liu, Zhiwei, Chen, Qing, Zhou, Zhaoli, Turvey, Samuel T., Pettorelli, Nathalie, Astaras, Christos
Published in Remote sensing in ecology and conservation (01.09.2021)
Published in Remote sensing in ecology and conservation (01.09.2021)
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Accurate delineation of individual tree crowns in tropical forests from aerial RGB imagery using Mask R‐CNN
Ball, James G. C., Hickman, Sebastian H. M., Jackson, Tobias D., Koay, Xian Jing, Hirst, James, Jay, William, Archer, Matthew, Aubry‐Kientz, Mélaine, Vincent, Grégoire, Coomes, David A.
Published in Remote sensing in ecology and conservation (01.10.2023)
Published in Remote sensing in ecology and conservation (01.10.2023)
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Deep learning detects invasive plant species across complex landscapes using Worldview‐2 and Planetscope satellite imagery
Lake, Thomas A., Briscoe Runquist, Ryan D., Moeller, David A., Sankey, Temuulen, Ke, Yinghai
Published in Remote sensing in ecology and conservation (01.12.2022)
Published in Remote sensing in ecology and conservation (01.12.2022)
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