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Parente, L., Ehrmann, S., Hengl, T., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Bonannella, C., Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708, Gonzalez Fischer, C., Pérez Guzmán, K. ORCID: https://orcid.org/0000-0001-5189-6570, Stanimirova, R., Meyer, C., Wisser, D., Cinardi, G. & Sloat, L. (2025). Global Pasture Watch - Annual buffalo density layers at 1-km for 2000–2022 (including 95% prediction interval). 10.5281/zenodo.17485929.

Parente, L., Ehrmann, S., Hengl, T., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Bonannella, C., Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708, Gonzalez Fischer, C., Pérez Guzmán, K. ORCID: https://orcid.org/0000-0001-5189-6570, Stanimirova, R., Meyer, C., Wisser, D., Cinardi, G. & Sloat, L. (2025). Global Pasture Watch - Annual cattle density layers at 1-km for 2000–2022 (including 95% prediction interval). 10.5281/zenodo.17486471.

Parente, L., Ehrmann, S., Hengl, T., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Bonannella, C., Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708, Gonzalez Fischer, C., Pérez Guzmán, K. ORCID: https://orcid.org/0000-0001-5189-6570, Stanimirova, R., Meyer, C., Wisser, D., Cinardi, G. & Sloat, L. (2025). Global Pasture Watch - Annual goat density layers at 1-km for 2000–2022 (including 95% prediction interval). 10.5281/zenodo.17490112.

Parente, L., Ehrmann, S., Hengl, T., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Bonannella, C., Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708, Gonzalez Fischer, C., Pérez Guzmán, K. ORCID: https://orcid.org/0000-0001-5189-6570, Stanimirova, R., Meyer, C., Wisser, D., Cinardi, G. & Sloat, L. (2025). Global Pasture Watch - Annual horse density layers at 1-km for 2000–2022 (including 95% prediction interval). 10.5281/zenodo.17490457.

Parente, L., Ehrmann, S., Hengl, T., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Bonannella, C., Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708, Gonzalez Fischer, C., Pérez Guzmán, K. ORCID: https://orcid.org/0000-0001-5189-6570, Stanimirova, R., Meyer, C., Wisser, D., Cinardi, G. & Sloat, L. (2025). Global Pasture Watch - Annual livestock headcount layers for cattle, goats, sheep, horses, and buffaloes at 1-km 2000–2022 (FAOSTAT-adjusted) (Part-1). 10.5281/zenodo.17491242.

Parente, L., Ehrmann, S., Hengl, T., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Bonannella, C., Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708, Gonzalez Fischer, C., Pérez Guzmán, K. ORCID: https://orcid.org/0000-0001-5189-6570, Stanimirova, R., Meyer, C., Wisser, D., Cinardi, G. & Sloat, L. (2025). Global Pasture Watch - Annual livestock headcount layers for cattle, goats, sheep, horses, and buffaloes at 1-km 2000–2022 (FAOSTAT-adjusted) (Part-2). 10.5281/zenodo.17494177.

Parente, L., Ehrmann, S., Hengl, T., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Bonannella, C., Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708, Gonzalez Fischer, C., Pérez Guzmán, K. ORCID: https://orcid.org/0000-0001-5189-6570, Stanimirova, R., Meyer, C., Wisser, D., Cinardi, G. & Sloat, L. (2025). Global Pasture Watch - Annual sheep density layers at 1-km for 2000–2022 (including 95% prediction interval). 10.5281/zenodo.17490692.

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, 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.

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.