The Datafied Animal: Biologging, Machine Learning and Wildlife Conservation
数据化动物:生物记录、机器学习和野生动物保护
基本信息
- 批准号:2341898
- 负责人:
- 金额:$ 25.93万
- 依托单位:
- 依托单位国家:美国
- 项目类别:Standard Grant
- 财政年份:2024
- 资助国家:美国
- 起止时间:2024-05-01 至 2025-04-30
- 项目状态:未结题
- 来源:
- 关键词:
项目摘要
Over the past several decades, scientists have developed an ever-expanding internet of animals. This network is a collection of tools that includes miniaturized tags, GPS-telemetry, recording devices, cyberinfrastructure, machine learning, and AI directed at wildlife. These new technologies are being used to turn previously inaccessible aspects of animal life into data, fundamentally transforming knowledge about wildlife, as well as reshaping ecology as a discipline. There have been many critical studies of datafication as related to human lives. However, these studies leave unexamined what happens when these technologies are used for the study of non-human animals. The data about wildlife being generated have the potential to be transformative for conservation and animal management practices. Implicit in these initiatives is the idea of a better Anthropocene for nonhumans, one in which the human impact on the world is used to improve ecological systems. This remaking of the environment will be informed by the data emerging from the internet of animals; it is thus imperative to understand the values, beliefs, and practices affecting its production. This project follows the data, its creation in the field, to the development of algorithms and machine learning tools to analyze it. Primary fieldwork for this project will consist of interviews and participant observation research with scientists and laypeople who are developing and using technology to study and manage wildlife. Through an empirical analysis of the technology that produces big data about wildlife and the choices that go into its design and deployment, this project will reckon with how ecosurveillance is produced and what is included and excluded from the scientific gaze. In doing so, this project will also address broader questions about how representations of the environment and animal life are produced and how this technology has changed ecological science, labor, notions of expertise, and conservation practices.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
在过去的几十年里,科学家们开发了一个不断扩大的动物网络。这个网络是一个工具的集合,其中包括微型标签、GPS遥测、记录设备、网络基础设施、机器学习和针对野生动物的人工智能。这些新技术正被用来将以前无法访问的动物方面转化为数据,从根本上改变有关野生动物的知识,并将生态学作为一门学科重塑。已经有许多关于数据通信与人类生活相关的批判性研究。然而,这些研究没有研究当这些技术用于研究非人类动物时会发生什么。正在产生的关于野生动物的数据有可能对保护和动物管理实践产生变革。这些倡议隐含着为非人类创造一个更好的人类世的想法,人类对世界的影响被用来改善生态系统。这种对环境的重塑将由来自动物互联网的数据提供信息;因此,理解影响其生产的价值观、信仰和做法是当务之急。这个项目跟踪数据,它在现场的创建,到开发算法和机器学习工具来分析它。该项目的主要实地工作将包括采访和参与观察研究,采访正在开发和使用技术来研究和管理野生动物的科学家和普通人。通过对产生野生动物大数据的技术及其设计和部署中的选择进行实证分析,该项目将考虑生态监测是如何产生的,以及哪些内容被纳入和排除在科学视线之外。在这样做的同时,这个项目还将解决更广泛的问题,如环境和动物生活的表现是如何产生的,以及这项技术如何改变生态科学、劳工、专业知识的概念和保护实践。该奖项反映了NSF的法定使命,并通过使用基金会的智力优势和更广泛的影响审查标准进行评估,被认为值得支持。
项目成果
期刊论文数量(0)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
数据更新时间:{{ journalArticles.updateTime }}
{{
item.title }}
{{ item.translation_title }}
- DOI:
{{ item.doi }} - 发表时间:
{{ item.publish_year }} - 期刊:
- 影响因子:{{ item.factor }}
- 作者:
{{ item.authors }} - 通讯作者:
{{ item.author }}
数据更新时间:{{ journalArticles.updateTime }}
{{ item.title }}
- 作者:
{{ item.author }}
数据更新时间:{{ monograph.updateTime }}
{{ item.title }}
- 作者:
{{ item.author }}
数据更新时间:{{ sciAawards.updateTime }}
{{ item.title }}
- 作者:
{{ item.author }}
数据更新时间:{{ conferencePapers.updateTime }}
{{ item.title }}
- 作者:
{{ item.author }}
数据更新时间:{{ patent.updateTime }}
Emily Wanderer其他文献
The Axolotl in Global Circuits of Knowledge Production: Producing Multispecies Potentiality
全球知识生产循环中的蝾螈:产生多物种潜力
- DOI:
- 发表时间:
2018 - 期刊:
- 影响因子:1.9
- 作者:
Emily Wanderer - 通讯作者:
Emily Wanderer
Emily Wanderer的其他文献
{{
item.title }}
{{ item.translation_title }}
- DOI:
{{ item.doi }} - 发表时间:
{{ item.publish_year }} - 期刊:
- 影响因子:{{ item.factor }}
- 作者:
{{ item.authors }} - 通讯作者:
{{ item.author }}
相似海外基金
Animal-Identical, Plant-Grown: Molecular Farming for healthy and natural alternative meat ingredients
与动物相同,植物种植:分子农业提供健康和天然的替代肉类成分
- 批准号:
10087096 - 财政年份:2024
- 资助金额:
$ 25.93万 - 项目类别:
Investment Accelerator
Resolving deep animal phylogeny with irreversible and unrepeatable genomic changes
通过不可逆和不可重复的基因组变化解决深层动物系统发育
- 批准号:
EP/Y023668/1 - 财政年份:2024
- 资助金额:
$ 25.93万 - 项目类别:
Fellowship
AI-PigNet: The AI of social interactions for next gen smart animal breeding
AI-PigNet:下一代智能动物饲养的社交互动人工智能
- 批准号:
BB/Y513891/1 - 财政年份:2024
- 资助金额:
$ 25.93万 - 项目类别:
Research Grant
Tackling animal & zoonotic infections together
对付动物
- 批准号:
BB/Z515061/1 - 财政年份:2024
- 资助金额:
$ 25.93万 - 项目类别:
Research Grant
ZooCELL: Tracing the evolution of sensory cell types in animal diversity: multidisciplinary training in 3D cellular reconstruction, multimodal data ..
ZooCELL:追踪动物多样性中感觉细胞类型的进化:3D 细胞重建、多模态数据方面的多学科培训..
- 批准号:
EP/Y037049/1 - 财政年份:2024
- 资助金额:
$ 25.93万 - 项目类别:
Research Grant
Tracing the evolution of sensory cell types in animal diversity: multidisciplinary training in 3D cellular reconstruction, multimodal data analysis
追踪动物多样性中感觉细胞类型的进化:3D 细胞重建、多模式数据分析的多学科培训
- 批准号:
EP/Y037081/1 - 财政年份:2024
- 资助金额:
$ 25.93万 - 项目类别:
Research Grant
Open Access Block Award 2024 - Animal and Plant Health Agency - APHA
2024 年开放获取区块奖 - 动植物健康局 - APHA
- 批准号:
EP/Z532629/1 - 财政年份:2024
- 资助金额:
$ 25.93万 - 项目类别:
Research Grant
Animal cultures and anthropogenic change
动物文化和人为变化
- 批准号:
DE240101131 - 财政年份:2024
- 资助金额:
$ 25.93万 - 项目类别:
Discovery Early Career Researcher Award
BoCP-Implementation:US-Sao Paulo: Living on the edge: plant-animal interactions and the cascading impacts of Amazon forest fragmentation
BoCP-实施:美国-圣保罗:生活在边缘:植物与动物的相互作用以及亚马逊森林破碎化的连锁影响
- 批准号:
2325993 - 财政年份:2024
- 资助金额:
$ 25.93万 - 项目类别:
Standard Grant
Double Incorporation of Non-Canonical Amino Acids in an Animal and its Application for Precise and Independent Optical Control of Two Target Genes
动物体内非规范氨基酸的双重掺入及其在两个靶基因精确独立光学控制中的应用
- 批准号:
BB/Y006380/1 - 财政年份:2024
- 资助金额:
$ 25.93万 - 项目类别:
Research Grant