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Parente, L., Sloat, L., Mesquita, V., Consoli, D., Stanimirova, R., Hengl, T., Bonannella, C., Teles, N., Wheeler, I., Hunter, M., Ehrmann, S., Ferreira, L., Mattos, A.P., Oliveira, B., Meyer, C., Şahin, M., Witjes, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708 & Stolle, F. (2024). Annual 30-m maps of global grassland class and extent (2000–2022) based on spatiotemporal Machine Learning. Scientific Data 11, e1303. 10.1038/s41597-024-04139-6.

Xu, P., Tsendbazar, N.-E., Herold, M., de Bruin, S., Koopmans, M., Birch, T., Carter, S., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Mazur, E., Pickens, A., Potapov, P., Stolle, F., Tyukavina, A., Van De Kerchove, R. & Zanaga, D. (2024). Comparative validation of recent 10 m-resolution global land cover maps. Remote Sensing of Environment 311, e114316. 10.1016/j.rse.2024.114316.

Data

Gao, L., Lu, X., Anderson, W., Lesk, C., Mazur, E., Stolle, F., Potapov, P., Tubiello, F., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Mao, J., You, L. & Ray, D. (2025). 1-km Global Arable Land Fraction (GALF) in 2000, 2010, and 2020. 10.5281/zenodo.17343790.

Parente, L., Sloat, L., Mesquita, V., Consoli, D., Stanimirova, R., Hengl, T., Bonannella, C., Teles, N., Wheeler, I., Hunter, M., Ehrmann, S., Ferreira, F., Mattos, A., Oliveira, B., Meyer, C., Şahin, M., Witjes, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708 & Stolle, F. (2025). Global Pasture Watch - Annual grassland class and extent maps at 30-m spatial resolution (2000—2022) V2-beta. 10.5281/zenodo.15647042.

Parente, L., Sloat, L., Mesquita, V., Consoli, D., Stanimirova, R., Hengl, T., Bonannella, C., Teles, N., Wheeler, I., Hunter, M., Ehrmann, S., Ferreira, F., Mattos, A., Oliveira, B., Meyer, C., Şahin, M., Witjes, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708 & Stolle, F. (2025). Global Pasture Watch - Annual grassland class and extent maps at 30-m spatial resolution (2000—2022) V2-beta. 10.5281/zenodo.15644486.

Parente, L., Sloat, L., Mesquita, V., Consoli, D., Stanimirova, R., Hengl, T., Bonannella, C., Teles, N., Wheeler, I., Hunter, M., Ehrmann, S., Ferreira, F., Mattos, A., Oliveira, B., Meyer, C., Şahin, M., Witjes, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708 & Stolle, F. (2025). Global Pasture Watch - Annual grassland class and extent maps at 30-m spatial resolution (2000—2022) V2-beta. 10.5281/zenodo.15644623.

Parente, L., Sloat, L., Mesquita, V., Consoli, D., Stanimirova, R., Hengl, T., Bonannella, C., Teles, N., Wheeler, I., Hunter, M., Ehrmann, S., Ferreira, F., Mattos, A., Oliveira, B., Meyer, C., Şahin, M., Witjes, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708 & Stolle, F. (2025). Global Pasture Watch - Annual grassland class and extent maps at 30-m spatial resolution (2000—2022) V2-beta. 10.5281/zenodo.15648751.

Parente, L., Sloat, L., Mesquita, V., Consoli, D., Stanimirova, R., Hengl, T., Bonannella, C., Teles, N., Wheeler, I., Hunter, M., Ehrmann, S., Ferreira, F., Mattos, A., Oliveira, B., Meyer, C., Şahin, M., Witjes, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708 & Stolle, F. (2025). Global Pasture Watch - Annual grassland class and extent maps at 30-m spatial resolution (2000—2024) V2. 10.5281/zenodo.15648306.

Parente, L., Sloat, L., Mesquita, V., Consoli, D., Stanimirova, R., Hengl, T., Bonannella, C., Teles, N., Wheeler, I., Hunter, M., Ehrmann, S., Ferreira, F., Mattos, A., Oliveira, B., Meyer, C., Şahin, M., Witjes, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708 & Stolle, F. (2025). Global Pasture Watch - Annual grassland class and extent maps at 30-m spatial resolution (2000—2024) V2-beta. 10.5281/zenodo.15648551.

Parente, L., Sloat, L., Mesquita, V., Consoli, D., Stanimirova, R., Hengl, T., Bonannella, C., Teles, N., Wheeler, I., Hunter, M., Ehrmann, S., Ferreira, F., Mattos, A., Oliveira, B., Meyer, C., Şahin, M., Witjes, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708 & Stolle, F. (2025). Global Pasture Watch - Annual grassland class and extent maps at 30-m spatial resolution (2000—2024) V2-beta. 10.5281/zenodo.15647681.

Parente, L., Sloat, L., Mesquita, V., Consoli, D., Stanimirova, R., Hengl, T., Bonannella, C., Teles, N., Wheeler, I., Hunter, M., Ehrmann, S., Ferreira, F., Mattos, A., Oliveira, B., Meyer, C., Şahin, M., Witjes, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708 & Stolle, F. (2025). Global Pasture Watch - Annual grassland class and extent maps at 30-m spatial resolution (2000—2024) V2-beta. 10.5281/zenodo.15646181.

Parente, L., Sloat, L., Mesquita, V., Consoli, D., Stanimirova, R., Hengl, T., Bonannella, C., Teles, N., Wheeler, I., Hunter, M., Ehrmann, S., Ferreira, F., Mattos, A., Oliveira, B., Meyer, C., Şahin, M., Witjes, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708 & Stolle, F. (2024). Global Pasture Watch - Annual grassland class and extent maps at 30-m spatial resolution (2000—2022) V1. 10.5281/zenodo.13890413.

Parente, L., Sloat, L., Mesquita, V., Consoli, D., Stanimirova, R., Hengl, T., Bonannella, C., Teles, N., Wheeler, I., Hunter, M., Ehrmann, S., Ferreira, F., Mattos, A., Oliveira, B., Meyer, C., Şahin, M., Witjes, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708 & Stolle, F. (2024). Global Pasture Watch - Annual grassland class and extent maps at 30-m spatial resolution (2000—2022) V1. 10.5281/zenodo.13890411.

Parente, L., Sloat, L., Mesquita, V., Consoli, D., Stanimirova, R., Hengl, T., Bonannella, C., Teles, N., Wheeler, I., Hunter, M., Ehrmann, S., Ferreira, F., Mattos, A., Oliveira, B., Meyer, C., Şahin, M., Witjes, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708 & Stolle, F. (2024). Global Pasture Watch - Annual grassland class and extent maps at 30-m spatial resolution (2000—2022) V1. 10.5281/zenodo.13890401.

Parente, L., Sloat, L., Mesquita, V., Consoli, D., Stanimirova, R., Hengl, T., Bonannella, C., Teles, N., Wheeler, I., Hunter, M., Ehrmann, S., Ferreira, F., Mattos, A., Oliveira, B., Meyer, C., Şahin, M., Witjes, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708 & Stolle, F. (2024). Global Pasture Watch - Annual grassland class and extent maps at 30-m spatial resolution (2000—2022) V1. 10.5281/zenodo.13890403.

Parente, L., Sloat, L., Mesquita, V., Consoli, D., Stanimirova, R., Hengl, T., Bonannella, C., Teles, N., Wheeler, I., Hunter, M., Ehrmann, S., Ferreira, F., Mattos, A., Oliveira, B., Meyer, C., Şahin, M., Witjes, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708 & Stolle, F. (2024). Global Pasture Watch - Annual grassland class and extent maps at 30-m spatial resolution (2000—2022) V1. 10.5281/zenodo.13890415.

Parente, L., Sloat, L., Mesquita, V., Consoli, D., Stanimirova, R., Hengl, T., Bonannella, C., Teles, N., Wheeler, I., Hunter, M., Ehrmann, S., Ferreira, F., Mattos, A., Oliveira, B., Meyer, C., Şahin, M., Witjes, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708 & Stolle, F. (2024). Global Pasture Watch - Annual grassland class and extent maps at 30-m spatial resolution (2000—2022) V1. 10.5281/zenodo.13890417.

Parente, L., Sloat, L., Mesquita, V., Consoli, D., Stanimirova, R., Hengl, T., Bonannella, C., Teles, N., Wheeler, I., Hunter, M., Ehrmann, S., Ferreira, F., Mattos, A., Oliveira, B., Meyer, C., Şahin, M., Witjes, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708 & Stolle, F. (2024). Global Pasture Watch - Annual grassland class and extent maps at 30-m spatial resolution (2000—2022) V1. 10.5281/zenodo.13890409.

Parente, L., Sloat, L., Mesquita, V., Consoli, D., Stanimirova, R., Hengl, T., Bonannella, C., Teles, N., Wheeler, I., Hunter, M., Ehrmann, S., Ferreira, F., Mattos, A., Oliveira, B., Meyer, C., Şahin, M., Witjes, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708 & Stolle, F. (2024). Global Pasture Watch - Annual grassland class and extent maps at 30-m spatial resolution (2000—2022) V1. 10.5281/zenodo.13890405.

Parente, L., Sloat, L., Mesquita, V., Consoli, D., Stanimirova, R., Hengl, T., Carmelo, B., Teles, N., Wheeler, I., Hunter, M., Ehrmann, S., Ferreira, L., Mattos, A., Oliveira, B., Meyer, C., Şahin, M., Witjes, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708 & Stolle, F. (2024). Global Pasture Watch - Global machine learning model for prediction of cultivated and natural/semi-natural grassland. 10.5281/zenodo.11280848.