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This dataset contains estimates of tropical deforestation embodied in the production, exports, imports and consumption of agricultural and forestry commodities by country, year, and commodity, in the time period 2005-2017. The data is an update on the results presented in Pendrill et al. (2019a, b), using a land-balance model to attribute deforestation across 135 countries in the tropics to expansion of cropland, pastures and forest plantation and the commodities produced on this land, and tracing these commodities to consumption using a physical trade model.
{"references": ["Pendrill, F., Persson, U. M., Godar, J. and Kastner, T. (2019a) 'Deforestation displaced: trade in forest-risk commodities and the prospects for a global forest transition', Environmental Research Letters, 14(5). https://doi.org/10.1088/1748-9326/ab0d41", "Pendrill, F., Persson, U. M., Godar, J., Kastner, T., Moran, D., Schmidt, S., & Wood, R. (2019b). Agricultural and forestry trade drives large share of tropical deforestation emissions. Global environmental change, 56, 1-10. https://doi.org/10.1016/j.gloenvcha.2019.03.002"]}
land-use change, deforestation, carbon emissions, agricultural trade
land-use change, deforestation, carbon emissions, agricultural trade
| selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 6 | |
| popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Top 10% | |
| influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
| impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Average |
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| downloads | 267 |

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