Browse by Project Publications
Pišl, J., Rußwurm, M., Haydn Hughes, L., Lenczner, G., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Dirk Wegner, J., & Tuia, D.
(2024).
Mapping drivers of tropical forest loss with satellite image time series and machine learning.
Environmental Research Letters 19 (6) e064053. 10.1088/1748-9326/ad44b2.
Jung, M. ORCID: https://orcid.org/0000-0002-7569-1390, Lesiv, M.
ORCID: https://orcid.org/0000-0001-9846-3342, Warren-Thomas, E., Shchepashchenko, D.
ORCID: https://orcid.org/0000-0002-7814-4990, See, L.
ORCID: https://orcid.org/0000-0002-2665-7065, & Fritz, S.
ORCID: https://orcid.org/0000-0003-0420-8549
(2023).
The importance of capturing management in forest restoration targets.
Nature Sustainability 6 1321-1325. 10.1038/s41893-023-01192-8.
Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, See, L.
ORCID: https://orcid.org/0000-0002-2665-7065, Campbell, J., Danielsen, F., & Andrianandrasana, H.T.
(2023).
The Contributions of Citizen Science to the United Nations Sustainable Development Goals and Other International Agreements and Frameworks.
Citizen Science: Theory and Practice 8 (1) 1-6. 10.5334/cstp.643.
Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549
(2023).
Tropical deforestation drivers 2008-2019, 100m, IIASA - accompanying file to https://doi.org/10.3389/fcosc.2022.830248.
10.5281/zenodo.7997884.
Giljum, S., Maus, V. ORCID: https://orcid.org/0000-0002-7385-4723, Kuschnig, N., Luckeneder, S., Tost, M., Sonter, L.J., & Bebbington, A.J.
(2022).
A pantropical assessment of deforestation caused by industrial mining.
Proceedings of the National Academy of Sciences 119 (38) e2118273119. 10.1073/pnas.2118273119.
Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Hager, G.
ORCID: https://orcid.org/0000-0003-2259-0278, Bedessem, B., Gold, M., Hsing, P.-Y., Danielsen, F., Hitchcock, C.B., Hulbert, J.M., Piera, J., Spiers, H., Thiel, M., & Haklay, M.
(2022).
Citizen science in environmental and ecological sciences.
Nature Reviews Methods Primers 2 (1) e64. 10.1038/s43586-022-00144-4.
Moltchanova, E., Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, See, L.
ORCID: https://orcid.org/0000-0002-2665-7065, Mugford, J., & Fritz, S.
ORCID: https://orcid.org/0000-0003-0420-8549
(2022).
Optimizing Crowdsourced Land Use and Land Cover Data Collection: A Two-Stage Approach.
Land 11 (7) e958. 10.3390/land11070958.
Salk, C., Moltchanova, E., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Sturn, T., McCallum, I.
ORCID: https://orcid.org/0000-0002-5812-9988, & Fritz, S.
ORCID: https://orcid.org/0000-0003-0420-8549
(2022).
How many people need to classify the same image? A method for optimizing volunteer contributions in binary geographical classifications.
PLOS ONE 17 (5) e0267114. 10.1371/journal.pone.0267114.
See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Laso Bayas, J.C.
ORCID: https://orcid.org/0000-0003-2844-3842, Lesiv, M.
ORCID: https://orcid.org/0000-0001-9846-3342, Shchepashchenko, D.
ORCID: https://orcid.org/0000-0002-7814-4990, Danylo, O., McCallum, I.
ORCID: https://orcid.org/0000-0002-5812-9988, Dürauer, M., Georgieva, I.
ORCID: https://orcid.org/0000-0002-5556-794X, Domian, D., Fraisl, D.
ORCID: https://orcid.org/0000-0001-7523-7967, Hager, G.
ORCID: https://orcid.org/0000-0003-2259-0278, Karanam, S., Moorthy, I.
ORCID: https://orcid.org/0000-0002-3664-3855, Sturn, T., Subash, A., & Fritz, S.
ORCID: https://orcid.org/0000-0003-0420-8549
(2022).
Lessons learned in developing reference data sets with the contribution of citizens: the Geo-Wiki experience.
Environmental Research Letters 17 (6) e065003. 10.1088/1748-9326/ac6ad7.
Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Shchepashchenko, D.
ORCID: https://orcid.org/0000-0002-7814-4990, Buchhorn, M., See, L.
ORCID: https://orcid.org/0000-0002-2665-7065, Dürauer, M., Georgieva, I.
ORCID: https://orcid.org/0000-0002-5556-794X, Jung, M.
ORCID: https://orcid.org/0000-0002-7569-1390, Hofhansl, F.
ORCID: https://orcid.org/0000-0003-0073-0946, Schulze, K., Bilous, A., Blyshchyk, V., Mukhortova, L., Brenes, C., Krivobokov, L., Ntie, S., Tsogt, K., Pietsch, S.
ORCID: https://orcid.org/0000-0001-6431-2212, Tikhonova, E., Kim, M., Di Fulvio, F.
ORCID: https://orcid.org/0000-0002-7317-6360, et al.
(2022).
Global forest management data for 2015 at a 100 m resolution.
Scientific Data 9 (1) e199. 10.1038/s41597-022-01332-3.
McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Kyba, C.C.M., Laso Bayas, J.C.
ORCID: https://orcid.org/0000-0003-2844-3842, Moltchanova, E., Cooper, M., Crespo Cuaresma, J., Pachauri, S.
ORCID: https://orcid.org/0000-0001-8138-3178, See, L.
ORCID: https://orcid.org/0000-0002-2665-7065, Danylo, O., Moorthy, I.
ORCID: https://orcid.org/0000-0002-3664-3855, Lesiv, M.
ORCID: https://orcid.org/0000-0001-9846-3342, Baugh, K., Elvidge, C.D., Hofer, M.
ORCID: https://orcid.org/0000-0002-2867-8943, & Fritz, S.
ORCID: https://orcid.org/0000-0003-0420-8549
(2022).
Estimating global economic well-being with unlit settlements.
Nature Communications 13 e2459. 10.1038/s41467-022-30099-9.
Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Laso Bayas, J.C.
ORCID: https://orcid.org/0000-0003-2844-3842, See, L.
ORCID: https://orcid.org/0000-0002-2665-7065, Shchepashchenko, D.
ORCID: https://orcid.org/0000-0002-7814-4990, Hofhansl, F.
ORCID: https://orcid.org/0000-0003-0073-0946, Jung, M.
ORCID: https://orcid.org/0000-0002-7569-1390, Dürauer, M., Georgieva, I.
ORCID: https://orcid.org/0000-0002-5556-794X, Danylo, O., Lesiv, M.
ORCID: https://orcid.org/0000-0001-9846-3342, & McCallum, I.
ORCID: https://orcid.org/0000-0002-5812-9988
(2022).
A Continental Assessment of the Drivers of Tropical Deforestation with a Focus on Protected Areas.
Frontiers in Conservation Science 3 e830248. 10.3389/fcosc.2022.830248.
Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, See, L.
ORCID: https://orcid.org/0000-0002-2665-7065, Georgieva, I.
ORCID: https://orcid.org/0000-0002-5556-794X, Shchepashchenko, D.
ORCID: https://orcid.org/0000-0002-7814-4990, Danylo, O., Dürauer, M., Bartl, H., Hofhansl, F.
ORCID: https://orcid.org/0000-0003-0073-0946, Zadorozhniuk, R., Burianchuk, M., Sirbu, F., Magori, B., Blyshchyk, K., Blyshchyk, V., Rabia, A.H., Pawe, C.K., Su, Y.-F., Ahmed, M., Panging, K., Melnyk, O., et al.
(2022).
Drivers of tropical forest loss between 2008 and 2019.
Scientific Data 9 (1) e146. 10.1038/s41597-022-01227-3.
Jung, M. ORCID: https://orcid.org/0000-0002-7569-1390, Arnell, A., de Lamo, X., García-Rangel, S., Lewis, M.
ORCID: https://orcid.org/0000-0003-2244-4078, Mark, J., Merow, C., Miles, L., Ondo, I., Pironon, S., Ravilious, C., Rivers, M., Shchepashchenko, D.
ORCID: https://orcid.org/0000-0002-7814-4990, Tallowin, O., van Soesbergen, A., Govaerts, R., Boyle, B.L., Enquist, B.J., Feng, X., Gallagher, R., et al.
(2021).
Areas of global importance for conserving terrestrial biodiversity, carbon and water.
Nature Ecology & Evolution 5 1499-1509. 10.1038/s41559-021-01528-7.
Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, See, L.
ORCID: https://orcid.org/0000-0002-2665-7065, Georgieva, I.
ORCID: https://orcid.org/0000-0002-5556-794X, Shchepashchenko, D.
ORCID: https://orcid.org/0000-0002-7814-4990, Danylo, O., Dürauer, M., Bartl, H., Hofhansl, F.
ORCID: https://orcid.org/0000-0003-0073-0946, Lesiv, M.
ORCID: https://orcid.org/0000-0001-9846-3342, Zadorozhniuk, R., Burianchuk, M., Sirbu, F., Magori, B., Blyshchyk, K., Blyshchyk, V., Rabia, A.H., Pawe, C.K., Su, Y.-F., Ahmed, M., Panging, K., et al.
(2021).
Crowdsourcing deforestation in the tropics during the last decade: Data sets from the “Driver of Tropical Forest Loss” Geo-Wiki campaign.
10.22022/NODES/06-2021.122.
Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Shchepashchenko, D.
ORCID: https://orcid.org/0000-0002-7814-4990, Buchhorn, M., See, L.
ORCID: https://orcid.org/0000-0002-2665-7065, Dürauer, M., Georgieva, I.
ORCID: https://orcid.org/0000-0002-5556-794X, Jung, M.
ORCID: https://orcid.org/0000-0002-7569-1390, Hofhansl, F.
ORCID: https://orcid.org/0000-0003-0073-0946, Schulze, K., Bilous, A., Blyshchyk, V., Mukhortova, L., Brenes, C., Krivobokov, L., Ntie, S., Tsogt, K., Pietsch, S., Tikhonova, E., Kim, M., Di Fulvio, F.
ORCID: https://orcid.org/0000-0002-7317-6360, et al.
(2021).
Global forest management data at a 100m resolution for the year 2015.
10.5281/zenodo.4541512.
ElQadi, M.M., Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Dyer, A.G., & Dorin, A.
(2020).
Computer vision-enhanced selection of geo-tagged photos on social network sites for land cover classification.
Environmental Modelling & Software 128 e104696. 10.1016/j.envsoft.2020.104696.
Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, See, L.
ORCID: https://orcid.org/0000-0002-2665-7065, Lesiv, M.
ORCID: https://orcid.org/0000-0001-9846-3342, Bastin, J.-F., Mollicone, D., Tsendbazar, N.-E., Bastin, L., McCallum, I.
ORCID: https://orcid.org/0000-0002-5812-9988, Laso Bayas, J.C.
ORCID: https://orcid.org/0000-0003-2844-3842, Baklanov, A.
ORCID: https://orcid.org/0000-0003-1599-3618, Perger, Ch., Dürauer, M., & Fritz, S.
ORCID: https://orcid.org/0000-0003-0420-8549
(2019).
Recent Advances in Forest Observation with Visual Interpretation of Very High-Resolution Imagery.
Surveys in Geophysics 40 (4) 839-862. 10.1007/s10712-019-09533-z.
Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Laso Bayas, J.C.
ORCID: https://orcid.org/0000-0003-2844-3842, See, L.
ORCID: https://orcid.org/0000-0002-2665-7065, Dürauer, M., Dahlia, D., Durando, N., Hazarika, R., Sahariah, P.K., Vakolyuk, M., Blyshchyk, V., Bilous, A., Perez-Hoyos, A., Gengler, S., Prestele, R., Bilous, S., Akhtar, I.H., Singha, K., Choudhury, S.B., Chetri, T., Malek, Z., et al.
(2019).
Estimating the Global Distribution of Field Size using Crowdsourcing.
Global Change Biology 25 (1) 174-186. 10.1111/gcb.14492.
Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, See, L.
ORCID: https://orcid.org/0000-0002-2665-7065, Laso Bayas, J.C.
ORCID: https://orcid.org/0000-0003-2844-3842, Sturn, T., Schepaschenko, D.
ORCID: https://orcid.org/0000-0002-7814-4990, Karner, M., Moorthy, I.
ORCID: https://orcid.org/0000-0002-3664-3855, McCallum, I.
ORCID: https://orcid.org/0000-0002-5812-9988, & Fritz, S.
ORCID: https://orcid.org/0000-0003-0420-8549
(2018).
Characterizing the Spatial and Temporal Availability of Very High Resolution Satellite Imagery in Google Earth and Microsoft Bing Maps as a Source of Reference Data.
Land 7 (4) p. 118. 10.3390/land7040118.
Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Schepaschenko, D.
ORCID: https://orcid.org/0000-0002-7814-4990, Moltchanova, E., Bun, R., Dürauer, M., Prishchepov, A.V., Schierhorn, F., Estel, S., Kuemmerle, T., Alcántara, C., Kussul, N., Shchepashchenko, M., Kutovaya, O., Martynenko, O., Karminov, V., Shvidenko, A., Havlik, P.
ORCID: https://orcid.org/0000-0001-5551-5085, Kraxner, F., See, L.
ORCID: https://orcid.org/0000-0002-2665-7065, & Fritz, S.
ORCID: https://orcid.org/0000-0003-0420-8549
(2018).
Spatial distribution of arable and abandoned land across former Soviet Union countries.
Scientific Data 5 e180056. 10.1038/sdata.2018.56.
Deppermann, A., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Bundle, S.-C., Di Fulvio, F.
ORCID: https://orcid.org/0000-0002-7317-6360, Havlik, P.
ORCID: https://orcid.org/0000-0001-5551-5085, Leclere, D.
ORCID: https://orcid.org/0000-0002-8658-1509, Lesiv, M.
ORCID: https://orcid.org/0000-0001-9846-3342, Prishchepov, A., & Schepaschenko, D.
ORCID: https://orcid.org/0000-0002-7814-4990
(2018).
Increasing crop production in Russia and Ukraine—regional and global impacts from intensification and recultivation.
Environmental Research Letters 13 (2) e025008. 10.1088/1748-9326/aaa4a4.
Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 & Fraisl, D.
ORCID: https://orcid.org/0000-0001-7523-7967
(2018).
Citizen science data in peer-reviewed publications: The Geo-Wiki experience.
In: 4th Austrian Citizen Science Conference, 1-3 February 2018, Salzburg, Austria.
McCallum, I ORCID: https://orcid.org/0000-0002-5812-9988, See, L.
ORCID: https://orcid.org/0000-0002-2665-7065, Sturn, T., Salk, C., Perger, C., Dürauer, M., Karner, M., Moorthy, I.
ORCID: https://orcid.org/0000-0002-3664-3855, Domian, D., Schepaschenko, D.
ORCID: https://orcid.org/0000-0002-7814-4990, & Fritz, S.
ORCID: https://orcid.org/0000-0003-0420-8549
(2018).
Engaging Citizens in Environmental Monitoring via Gaming.
International Journal of Spatial Data Infrastructures Research 13 15-23. 10.2902/1725-0463.2018.13.art3.
Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Fritz, S.
ORCID: https://orcid.org/0000-0003-0420-8549, See, L.
ORCID: https://orcid.org/0000-0002-2665-7065, Laso Bayas, J.C.
ORCID: https://orcid.org/0000-0003-2844-3842, Lesiv, M.
ORCID: https://orcid.org/0000-0001-9846-3342, Kraxner, F., & Obersteiner, M.
ORCID: https://orcid.org/0000-0001-6981-2769
(2017).
Comment on “The extent of forest in dryland biomes”.
Science 358 (6362) eaao0166. 10.1126/science.aao0166.
Kraxner, F., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Fuss, S., Lunnan, A., Kindermann, G.
ORCID: https://orcid.org/0000-0003-4297-1318, Aoki, K., Dürauer, M., Shvidenko, A., & See, L.
ORCID: https://orcid.org/0000-0002-2665-7065
(2017).
Mapping certified forests for sustainable management - A global tool for information improvement through participatory and collaborative mapping.
Forest Policy and Economics 83 10-18. 10.1016/j.forpol.2017.04.014.
Chandler, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Copas, K., Bonde, A.M.Z., López, B.C., Danielsen, F., Legind, J.K., Masinde, S., Miller-Rushing, A.J., Newman, G., Rosemartin, A., & Turak, E.
(2017).
Contribution of citizen science towards international biodiversity monitoring.
Biological Conservation 213 (B) 280-294. 10.1016/j.biocon.2016.09.004.
Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, See, L.
ORCID: https://orcid.org/0000-0002-2665-7065, Perger, C., Justice, C., Nakalembe, C., Dempewolf, J., & Fritz, S.
ORCID: https://orcid.org/0000-0003-0420-8549
(2017).
Validation of Automatically Generated Global and Regional Cropland Data Sets: The Case of Tanzania.
Remote Sensing 9 (8) e815. 10.3390/rs9080815.
See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Laso Bayas, J.C.
ORCID: https://orcid.org/0000-0003-2844-3842, Schepaschenko, D.
ORCID: https://orcid.org/0000-0002-7814-4990, Perger, C., Dresel, C., Maus, V.
ORCID: https://orcid.org/0000-0002-7385-4723, Salk, C., Weichselgartner, J., Lesiv, M.
ORCID: https://orcid.org/0000-0001-9846-3342, McCallum, I.
ORCID: https://orcid.org/0000-0002-5812-9988, Moorthy, I.
ORCID: https://orcid.org/0000-0002-3664-3855, & Fritz, S.
ORCID: https://orcid.org/0000-0003-0420-8549
(2017).
LACO-Wiki: A New Online Land Cover Validation Tool Demonstrated Using GlobeLand30 for Kenya.
Remote Sensing 9 (7) e754. 10.3390/rs9070754.
Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L.
ORCID: https://orcid.org/0000-0002-2665-7065, Perger, C., McCallum, I.
ORCID: https://orcid.org/0000-0002-5812-9988, Schill, C., Schepaschenko, D.
ORCID: https://orcid.org/0000-0002-7814-4990, Duerauer, M., Karner, M., Dresel, C., Laso-Bayas, J.-C., Lesiv, M.
ORCID: https://orcid.org/0000-0001-9846-3342, Moorthy, I.
ORCID: https://orcid.org/0000-0002-3664-3855, Salk, C.F., Danylo, O., Sturn, T., Albrecht, F., You, L., Kraxner, F., & Obersteiner, M.
ORCID: https://orcid.org/0000-0001-6981-2769
(2017).
A global dataset of crowdsourced land cover and land use reference data.
Scientific Data 4 p. 170075. 10.1038/sdata.2017.75.
Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Shvidenko, A., Perger, C., Dresel, C., Fritz, S.
ORCID: https://orcid.org/0000-0003-0420-8549, Lakida, P.I., Mukhortova, L.V., Usoltsev, V.A., Bobkova, K.S., Osipov, A.F., Martynenko, O.V., Karminov, V.N., Ontikov, P.V., Schepaschenko, M.V., & Kraxner, F.
(2017).
Forest Biomass Observation: Current State and Prospective.
Siberian Journal of Forest Science (4) 3-11. 10.15372/SJFS20170401.
Collins, M.G. (2017). International Organizations and Biodiversity. In: Reference Module in Life Sciences, 2017. Elsevier. ISBN 978-0-12-809633-8 10.1016/B978-0-12-809633-8.02331-1.
Fonte, C., Minghini, M., Antoniou, V., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Patriarca, J., Brovelli, M., & Milcinski, G.
(2016).
Automated methodology for converting OSM data into a land use/cover map.
In: 6th International Conference on Cartography & GIS, 13-17 June 2016, Albena, Bulgaria.
Antoniou, V., Skopeliti, A., Fonte, C., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, & Alvanides, S.
(2016).
Using OSM, Geo-tagged Flickr photos and authoritative data: A quality perspective.
In: 6th International Conference on Cartography & GIS, 13-17 June 2016, Albena, Bulgaria.
Salk, C.F., Sturn, T., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, & Fritz, S.
ORCID: https://orcid.org/0000-0003-0420-8549
(2016).
Assessing quality of volunteer crowdsourcing contributions: lessons from the Cropland Capture game.
International Journal of Digital Earth 9 (4) 310-426. 10.1080/17538947.2015.1039609.
Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Moltchanova, E., Shchepashchenko, D.
ORCID: https://orcid.org/0000-0002-7814-4990, See, L.
ORCID: https://orcid.org/0000-0002-2665-7065, Shvidenko, A., Comber, A., & Fritz, S.
ORCID: https://orcid.org/0000-0003-0420-8549
(2016).
Comparison of Data Fusion Methods Using Crowdsourced Data in Creating a Hybrid Forest Cover Map.
Remote Sensing 8 (3) e261. 10.3390/rs8030261.
Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, See, L.
ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S.
ORCID: https://orcid.org/0000-0003-0420-8549, Sturn, T., Perger, C., Dürauer, M., Karner, M., Moorthy, I.
ORCID: https://orcid.org/0000-0002-3664-3855, Schepaschenko, D.
ORCID: https://orcid.org/0000-0002-7814-4990, Domian, D., & McCallum, I.
ORCID: https://orcid.org/0000-0002-5812-9988
(2016).
Crowdsourcing In-Situ Data on Land Cover and Land Use Using Gamification and Mobile Technology.
Remote Sensing 8 (11) e905. 10.3390/rs8110905.
Ontikov, P.V., Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Karminov, V.N., Dürauer, M., & Martynenko, O.V.
(2016).
Dynamics of the area of tree cover in the Moscow region for the years 2000-2013 (in Russian).
Herald of the Moscow State Forest University-Forest Herald 1 184-188.
Antoniou, V., Fonte, C., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Estima, J., Arsanjani, J., Lupia, F., Minghini, M., Foody, G., & Fritz, S.
ORCID: https://orcid.org/0000-0003-0420-8549
(2016).
Investigating the Feasibility of Geo-Tagged Photographs as Sources of Land Cover Input Data.
ISPRS International Journal of Geo-Information 5 (5) e64. 10.3390/ijgi5050064.
See, L.inda ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S.
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