Botanical Gardens Conservation International (BGCI) in the UK compiled the tree list by using data gathered from a network of 500 member organisations.
The study showed that with 8,715 varieties, Brazil was the nation with the greatest number of tree species. The near-Arctic region of North America had the fewest number of species, with less than 1,400 - apart from the polar regions, which have no trees.
More than half of the species (58 per cent) were endemic in just one country, suggesting that they were vulnerable to potential threats, such as deforestation from extreme weather events or human activity.
It was not possible to accurately estimate the number of tree species in the world until now because the data has only just been digitised, said Paul Smith, BGCI secretary general.
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"A lot of the data is not readily available to the public. The digitisation of this data, in effect, is the culmination of centuries of work," said Smith.
An important factor of the study is the geo-referencing of the tree species, which allow conservationists to locate individual species, Smith said.
"That is hugely useful for us in prioritising which ones we need to do conservation action on and which ones we need to do assessments to find out what their status is," he added.
The research was published in the Journal of Sustainable Forestry.
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