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Background: With mounting global environmental, social and economic pressures the resilience and stability of forests and thus the provisioning of vital ecosystem services is increasingly threatened. Intensified monitoring can help to detect ecological threats and changes earlier, but monitoring resources are limited. Participatory forest monitoring with the help of "citizen scientists" can provide additional resources for forest monitoring and at the same time help to communicate with stakeholders and the general public. Examples for citizen science projects in the forestry domain can be found but a solid, applicable larger framework to utilise public participation in the area of forest monitoring seems to be lacking. We propose that a better understanding of shared and related topics in citizen science and forest monitoring might be a first step towards such a framework.
Methods: We conduct a systematic meta-analysis of 1015 publication abstracts addressing "forest monitoring" and "citizen science" in order to explore the combined topical landscape of these subjects. We employ 'topic modelling an unsupervised probabilistic machine learning method, to identify latent shared topics in the analysed publications. Results: We find that large shared topics exist, but that these are primarily topics that would be expected in scientific publications in general. Common domain-specific topics are under-represented and indicate a topical separation of the two document sets on "forest monitoring" and "citizen science" and thus the represented domains. While topic modelling as a method proves to be a scalable and useful analytical tool, we propose that our approach could deliver even more useful data if a larger document set and full-text publications would be available for analysis.
Conclusions: We propose that these results, together with the observation of non-shared but related topics, point at under-utilised opportunities for public participation in forest monitoring. Citizen science c 相似文献
Methods: We conduct a systematic meta-analysis of 1015 publication abstracts addressing "forest monitoring" and "citizen science" in order to explore the combined topical landscape of these subjects. We employ 'topic modelling an unsupervised probabilistic machine learning method, to identify latent shared topics in the analysed publications. Results: We find that large shared topics exist, but that these are primarily topics that would be expected in scientific publications in general. Common domain-specific topics are under-represented and indicate a topical separation of the two document sets on "forest monitoring" and "citizen science" and thus the represented domains. While topic modelling as a method proves to be a scalable and useful analytical tool, we propose that our approach could deliver even more useful data if a larger document set and full-text publications would be available for analysis.
Conclusions: We propose that these results, together with the observation of non-shared but related topics, point at under-utilised opportunities for public participation in forest monitoring. Citizen science c 相似文献
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德国汉堡杜能研究所(Thunen Institute)的科学家一直与阿尔费尔德(Alfeld)的格雷康(GreCon)公司开发TMP纤维中密度板特征内嵌系统。杜能研究所的Jan Benthien描述道:这是一个脱机纤维分析系统。 相似文献
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《新农村(黑龙江)》2014,(7):58-58
近日气温忽冷忽热,是感冒高发的季节,各种预防、治疗感冒的良方又开始受到大家关注。感冒到底是怎么回事?感冒后应该怎么办?美国最新研究为我们揭示了这一系列问题的答案。 相似文献
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Partnerships between U.S. universities and industries have existed for several decades and in recent years have become generally more varied, wider in scope, more aggressive and experimental and higher in public visibility. In addition, in the last few decades, public and private interests have advocated for government policies and laws to globally promote the commercialization of university science. This paper examines the persistence or convergence of the two cultures of science and the implications of this commercialization for university-industry relationships in agriculture biotechnology. The perceptions and values of over 200 U.S. university and industry scientists, managers and administrators who participate in or oversee research collaborations in agricultural biotechnology were analyzed. The findings revealed that the participants in these research relationships continue to perceive very distinct cultures of science and identify a wide range of concerns and disadvantages of these partnerships. Several actions were discussed to ensure that the two cultures serve complementary roles and that they maximize the public benefits from these increasing collaborations. 相似文献
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<正>据英国每日邮报报道,地球超级微生物不久将搭载太空飞船进入太空,可能抵达火星,科学家很容易将它们误认为是火星生命。美国宇航局研究员卡斯瑟里-温卡特斯瓦兰(Kasthuri Venkateswaran)博士对地球微生物十分关注,认为很可能它们会与人类竞争"殖民火星"。他强调称,近期研究表明一些微生物的生命力非常顽强,远超出最初预期,其保护机制能够幸存于深太空飞行中。当前太空飞船着陆火星或者其它行星可以存在生命的区域,必须满足微生物最大化生存条件,这些允许生命存在的条件是基于研究多 相似文献
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国际科学界近大半个世纪都没有攻克的难题——大型哺乳类实验动物近交系,被我国科学家成功破解。权威专家认为,云南农业大学成功培育的“版纳微型猪”近交系,是我国原始创新的重大科技成果.对生物医学研究意义重大。 相似文献