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Co-producing autonomy? Forest monitoring programs, territorial ontologies, and Indigenous politics in Amazonia 创造自主吗?亚马逊地区的森林监测计划、领土本体和土著政治
Pub Date : 2023-08-23 DOI: 10.1016/j.diggeo.2023.100068
Sylvia Cifuentes

Forest monitoring programs have become widespread in Amazon Basin countries. Using GPS artifacts, smartphones, drones, and other technologies, international environmental non-government organizations (IENGOs) propose these programs as tools to control and stop deforestation events—and thus of climate change mitigation. These also seem like ideal initiatives for IENGOs to collaborate with Indigenous organizations, responding to calls to include their knowledge in climate governance. I analyze forest/territorial monitoring programs created by the Coordinator of Indigenous Organizations of the Amazon Basin (COICA) and its member organizations in Ecuador and Peru. Scholarship in Science and Technology Studies (STS) and digital geographies has demonstrated how digital environmental technologies and environmental relations and politics can co-produce and shape one another. It has also referred to the historically exploitative relationships that technoscientific projects have enforced towards Indigenous peoples, and the potential of digital tools for emancipatory goals. I argue that forest monitoring programs and technologies co-produce forms of climate and territorial politics in Amazonia. Through forest monitoring programs, Indigenous leaders and organizations imagine and enact territorial defense, or a politics founded on integral territorial ontologies. That is, they see the programs as tools to strengthen their autonomy, to build the capacities of leaders at all scales of political organization, and to support their claims for territorial rights. For them, technologies can make Indigenous cosmovisions or ancestral knowledges visible. However, these programs can also reinforce a politics (of IENGOs) where territories are spaces with strict boundaries and exclusive rights, and which encourages open-access information, thus potentially threatening Indigenous autonomy. Thus, I discuss the intrinsically contradictory impact of monitoring technologies, as the conceptions of territories as lifeworlds, and the embeddedness of ancestral knowledges in them, further exceed their possibilities. Conclusions highlight the importance of attending to Indigenous territorial defense to understand how (new) technologies and society shape each other, and the many implications of climate change responses to justice issues.

森林监测项目已在亚马逊流域国家广泛开展。国际环境非政府组织(IENGO)利用GPS人工制品、智能手机、无人机和其他技术,提出将这些项目作为控制和阻止森林砍伐事件的工具,从而缓解气候变化。这些似乎也是IENGO与土著组织合作的理想举措,以回应将其知识纳入气候治理的呼吁。我分析了亚马逊流域土著组织协调员及其在厄瓜多尔和秘鲁的成员组织创建的森林/领土监测计划。科学技术研究(STS)和数字地理的奖学金证明了数字环境技术、环境关系和政治如何共同产生和塑造彼此。它还提到了技术科学项目对土著人民实施的历史性剥削关系,以及数字工具实现解放目标的潜力。我认为,森林监测项目和技术共同产生了亚马逊地区气候和领土政治的形式。通过森林监测计划,土著领导人和组织设想并实施领土防御,或建立在完整领土本体论基础上的政治。也就是说,他们将这些计划视为加强他们自主权、培养各级政治组织领导人能力以及支持他们对领土权利主张的工具。对他们来说,技术可以让土著人的宇宙观或祖先的知识变得可见。然而,这些项目也可以加强(IENGO)的政治,在这种政治中,领土是有严格边界和专属权利的空间,鼓励公开获取信息,从而可能威胁土著自治。因此,我讨论了监测技术本质上矛盾的影响,因为领土作为生活世界的概念,以及祖先知识在其中的嵌入,进一步超出了它们的可能性。结论强调了关注土著领土防御的重要性,以了解(新)技术和社会如何相互塑造,以及气候变化应对措施对司法问题的许多影响。
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引用次数: 0
Re-imagining “care”: Reflections from digital fieldwork with slum-dwelling children in the Philippines 重新构想“关怀”:来自菲律宾贫民窟儿童数位实地调查的思考
Pub Date : 2023-08-22 DOI: 10.1016/j.diggeo.2023.100069
Aireen Grace Andal

This work offers a reflection on children's caring practices as participants of digital fieldwork. I interrogate and illustrate how children might offer a different appreciation of care as a practice in digitally-mediated research. Examining digitally-mediated research with children participants reveals invisible caring expressions during the research process as doing digital fields is complex, overlooking various aspects of care throughout the research process. I propose a paucity to appreciate children's caring practices amidst the uncertainty of digital fieldwork and refresh our cherishing of such agency amidst thinking. Through video calls with slum-dwelling Filipino children (9–12 years old), I narrate how children demonstrated their versions of caring practices. Findings discuss: 1) The audio-visual experience and children's curiosity and criticisms; 2) Children's creative caring practices through symbolic expressions; and 3) negotiated transnational care through digitally-mediated research. This paper emphasises that caring through the digital platforms is a multi-layered practice that is not only demonstrated by adults but also enacted by children in their own means. This study invites further engagement on digital children's geographies in disentangling children's roles in digitally-mediated research.

这项工作反映了作为数字实地调查参与者的儿童护理实践。我询问并说明了儿童如何在数字媒介研究中提供不同的护理欣赏。通过对儿童参与者的数字媒介研究,可以发现在研究过程中看不见的关爱表达,因为从事数字领域是复杂的,在整个研究过程中忽略了关爱的各个方面。我建议,在数字实地调查的不确定性中,缺乏对儿童护理实践的欣赏,并在思考中刷新我们对这种机构的珍视。通过与居住在贫民窟的菲律宾儿童(9-12岁)的视频通话,我讲述了孩子们如何展示他们的护理实践。研究结果探讨:1)视听体验与儿童的好奇心和批判性;2) 儿童通过象征性表达的创造性关爱实践;以及3)通过数字媒介研究协商跨国护理。本文强调,通过数字平台进行关爱是一种多层次的实践,不仅由成年人证明,也由儿童以自己的方式实施。这项研究邀请更多人参与数字儿童的地理研究,以解开儿童在数字媒介研究中的角色。
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引用次数: 0
Plural relational green space values for whom, when, and where? – A social media approach 多元关系绿地对谁、何时、何地有价值?-社交媒体方法
Pub Date : 2023-08-07 DOI: 10.1016/j.diggeo.2023.100065
Fulvia Calcagni , James J.T. Connolly , Johannes Langemeyer

The values people ascribe to their interactions with and within the environment are essential to inform justice and sustainability transformations. The development of many of these values unfolds through enjoying so-called cultural ecosystem services (CES) such as outdoor recreation, landscape aesthetics or environmental education. A growing body of literature is improving the assessment of the multiple ways that people value human and non-human relations arising when enjoying CES. Yet, the geo-temporal-demographic patterns of values distribution and the lessons that can be derived are to be consistently analysed within this relational framework. Building on a visual and textual content analysis of social media (SM) data geotagged in a peri-urban park of Barcelona, Spain, this research explores the potential of analysing the associated metadata (such as geotag, timestamp and social media users' demographics – i.e., performed gender and residency) in order to develop a better understanding of the linkages between people's values and the situated context of their construction. Our results show trends in relational CES values distribution along and between the analysed spatial, temporal, and demographic dimensions. In particular, despite there being a multiplicity of values revealed across the whole case-study area, to enjoy contemplative CES, such as spiritual or cognitive value, people need to move away from highly frequented areas and prefer specific times of the day, respectively evening or afternoon. Locals show a higher preference to visit the park on weekends compared to non-locals, while women-performing users show a significantly higher drop in their CES benefits uptake compared to men-performing users at night. In addition to providing novel and fine-grained information for transformative practices toward justice and sustainability, this study highlights the importance of complementing CES studies employing SM with metadata analysis to improve our understanding of the relationship between the real and the more-than-real.

人们赋予他们与环境和环境内部互动的价值观对于实现正义和可持续性转型至关重要。其中许多价值观的发展是通过享受所谓的文化生态系统服务(CES)展开的,如户外娱乐、景观美学或环境教育。越来越多的文献正在改进对人们在享受CES时重视人际关系和非人际关系的多种方式的评估。然而,价值观分布的地理-时间-人口统计模式以及可以得出的经验教训需要在这个关系框架内进行一致的分析。基于对西班牙巴塞罗那城市周边公园中地理标记的社交媒体(SM)数据的视觉和文本内容分析,这项研究探索了分析相关元数据(如地理标签、时间戳和社交媒体用户的人口统计数据,即执行性别和居住情况)的潜力,以更好地理解人们的价值观与其构建的情境之间的联系。我们的研究结果显示了关系CES值在分析的空间、时间和人口维度之间的分布趋势。特别是,尽管整个案例研究领域揭示了多种价值观,但要享受沉思的CES,如精神或认知价值观,人们需要远离经常光顾的区域,更喜欢一天中的特定时间,分别是晚上或下午。与非本地人相比,本地人更喜欢在周末参观公园,而与夜间表演的男性用户相比,女性表演用户的CES福利支出下降幅度更大。除了为实现正义和可持续性的变革实践提供新颖而精细的信息外,这项研究还强调了利用SM和元数据分析补充CES研究的重要性,以提高我们对真实和非真实之间关系的理解。
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引用次数: 0
Getting the first gig: Exploring the affective relations of accessing place-based platform labour 获得第一份工作:探索获取基于地点的平台劳动力的情感关系
Pub Date : 2023-07-20 DOI: 10.1016/j.diggeo.2023.100067
Marisol Keller

Platform labour has established itself as a new form of work in recent years. The platforms themselves advertise the flexibility and freedom of being an independent contractor as beneficial characteristics of their working arrangements. However, existing studies show that these promises do not always correspond to workers' lived experiences. While manifold research discusses the often precarious working conditions of established platform workers, less is known about gaining access to gig work in the first place. This paper draws attention to onboarding processes in the place-based gig economy. From a feminist geography perspective and building on geographies of affect, this paper analyses the process of getting a first paid gig, focusing on how emotions shape platform workers' daily lives. Through autoethnography, I reflect on my own experiences of trying to establish myself as paid platform worker. Contrary to common assumptions, I argue that access to the place-based gig economy is not necessarily straightforward. The paper shows how the labour mediation processes implemented by the platforms create in- and exclusions from the beginning. By letting the workers chase a first gig, the platform capitalises on extended unpaid labour, which is key in maintaining the value production in the gig economy itself.

近年来,平台劳工已成为一种新的工作形式。这些平台本身宣传作为独立承包商的灵活性和自由性是其工作安排的有益特征。然而,现有研究表明,这些承诺并不总是与工人的生活经历相对应。虽然有多项研究讨论了老牌平台员工通常不稳定的工作条件,但人们对获得零工工作的了解却很少。本文提请注意基于场所的零工经济中的入职流程。本文从女权主义地理学的角度,在情感地理学的基础上,分析了获得第一份带薪工作的过程,重点关注情感如何塑造平台工作者的日常生活。通过民族志,我反思了自己试图成为付费平台工作者的经历。与常见的假设相反,我认为进入基于地方的零工经济并不一定简单。本文展示了平台实施的劳动调解程序如何从一开始就产生内部和排除。通过让工人追逐第一份工作,该平台利用了长期无薪劳动,这是维持零工经济本身价值生产的关键。
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引用次数: 1
Following miss Costa: Examining digital natures through a shark with a twitter account 跟随科斯塔小姐:通过一个有推特账号的鲨鱼来研究数字本质
Pub Date : 2023-07-11 DOI: 10.1016/j.diggeo.2023.100066
Roberta Hawkins, Jennifer J. Silver

This paper aims to make sense of Miss Costa, a female white shark with a Twitter account. In 2016, she was captured, tagged and released off of Nantucket, Massachusetts by a relatively new non-profit organization called OCEARCH. OCEARCH named Miss Costa after a corporate sponsor (Costa sunglasses) and created a Twitter account under her name. Today, @MissCostaShark has over 18,000 followers and tweets regularly. Tweets often include screenshots of maps showing where Miss Costa has recently been in the ocean, information that is available because OCEARCH fitted her with acoustic, accelerometer, and ‘smart position and temperature transmitting’ (SPOT) tags. Throughout the paper we trace and critically consider practices of following Miss Costa, from researchers and environmentalists that seek to catch, tag and test her, to digital storytellers and other media purveyors that want to photograph, record and ‘share’ her virtually; to online audiences who watch her movements and like and retweet ‘her’ stories, experiences and opinions. We argue that the novel and specific combination of digital technologies and practices used by OCEARCH (animal tracking and social media) constructs Miss Costa as a form of digital nature that is individualized and spectacularized. The resulting effects on shark science, ocean conservation and human audiences are far from straight forward and demand critical attention.

本文旨在了解拥有推特账号的雌性白鲨科斯塔小姐。2016年,她被一个相对较新的非营利组织OCEARCH在马萨诸塞州楠塔基特捕获、标记并释放。OCEARCH以公司赞助商(Costa太阳镜)的名字命名了Costa小姐,并以她的名字创建了一个推特账户。如今,@MissCostaShark拥有18000多名粉丝,并定期发推特。推特通常包括显示科斯塔小姐最近在海洋中的位置的地图截图,这些信息是可用的,因为OCEARCH为她安装了声学、加速度计和“智能位置和温度传输”(SPOT)标签。在整篇论文中,我们追踪并批判性地考虑了追随科斯塔小姐的做法,从试图捕捉、标记和测试她的研究人员和环保主义者,到想要拍摄、记录和“分享”她的数字故事讲述者和其他媒体供应商;在线观众观看她的动作,喜欢并转发“她的”故事、经历和观点。我们认为,OCEARCH(动物追踪和社交媒体)使用的数字技术和实践的新颖而具体的结合,将Costa小姐构建成一种个性化和壮观的数字自然形式。由此产生的对鲨鱼科学、海洋保护和人类受众的影响远不是直接的,需要高度关注。
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引用次数: 3
Fair work in South Africa's gig economy: A journey of engaged scholarship 南非零工经济中的公平工作:参与式学术之旅
Pub Date : 2023-06-27 DOI: 10.1016/j.diggeo.2023.100064
Jean-Paul Van Belle , Kelle Howson , Mark Graham , Richard Heeks , Louise Bezuidenhout , Pitso Tsibolane , Darcy du Toit , Sandra Fredman , Paul Mungai

Because of its relatively well-developed, highly urbanised economy and high penetration of mobile internet access, the platform economy took off quickly in South Africa, with international players vying for market share and local platforms pursuing more innovative approaches. Digital labour platforms have offered new earning opportunities to many in the country, but concerns have been raised about the quality of jobs created, and whether they meet standards of decent work. South Africa was one of the pilot countries for the Fairwork Project. This article describes the specific conditions which supported the take-off of location-based digital labour platforms in South Africa, explains the methodology used for pursuing the Fairwork research, discusses ratings outcomes based on the empirical research and summarizes the action research component of the project—with particular attention paid to outcomes for workers. We also list some of the lessons that were learnt and give a critical reflection on the project in the hope of assisting other researchers investigating the fourth industrial revolution, the gig economy, and decent work standards, especially in the Global South.

由于其相对发达、高度城市化的经济和移动互联网接入的高渗透率,平台经济在南非迅速发展,国际参与者争夺市场份额,当地平台追求更具创新性的方法。数字劳动力平台为该国许多人提供了新的赚钱机会,但人们对创造的工作质量以及是否符合体面工作标准表示担忧。南非是公平工作项目的试点国家之一。本文描述了支持南非基于位置的数字劳动力平台起飞的具体条件,解释了进行公平工作研究所使用的方法,讨论了基于实证研究的评级结果,并总结了该项目的行动研究组成部分,特别关注工人的结果。我们还列出了一些经验教训,并对该项目进行了批判性反思,希望能帮助其他研究人员调查第四次工业革命、零工经济和体面工作标准,尤其是在全球南方。
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引用次数: 0
The gig economy in Chile: Examining labor conditions and the nature of gig work in a Global South country 智利的零工经济:研究南半球国家的劳动条件和零工的性质
Pub Date : 2023-06-24 DOI: 10.1016/j.diggeo.2023.100063
Arturo Arriagada , Macarena Bonhomme , Francisco Ibáñez , Jorge Leyton

While there is growing literature regarding the impact of the gig economy in countries of the Global North, the way it operates in Latin America and the Caribbean remains underexplored. This article describes platform work in Chile, especially in the context of COVID-19, which has highlighted the essential role of geographically tethered digital platforms in facilitating essential goods and services in times of social distancing and quarantine. While the gig economy has provided employment for those outside traditional labor markets, its supposedly ‘collaborative’ employment structures obscure the different costs of precarity and informality transferred from platforms to workers (Ravenelle, 2019). Based on 35 interviews with gig workers using the Fairwork framework to evaluate working conditions in the gig economy, this article examines digital labor relations, both on paper and in reality; the conditions and limitations gig workers face daily; and their perceptions regarding such platforms. We discuss the contradictory experiences felt by platform workers, dependent on the platform in some ways, and independent in others. We argue that the inherently contradictory conditions and circumstances of platform work have become even more salient for gig workers in the context of COVID-19: risks increasingly fall on workers as platforms continue to stress their ‘choice’ to do so. This article reveals that the nature of the linkage between platform and worker is eminently a labor relationship, with clearly established elements of worker dependence.

尽管关于零工经济在全球北方国家的影响的文献越来越多,但它在拉丁美洲和加勒比地区的运作方式仍然没有得到充分的探索。本文介绍了智利的平台工作,特别是在新冠肺炎的背景下,这突出了地理连接的数字平台在社交距离和隔离时期促进基本商品和服务方面的重要作用。虽然零工经济为传统劳动力市场之外的人提供了就业机会,但其所谓的“协作”就业结构掩盖了从平台转移到工人身上的不稳定和非正式的不同成本(Ravenelle,2019)。基于对零工工人的35次采访,使用公平工作框架来评估零工经济中的工作条件,本文考察了纸上和现实中的数字劳动关系;零工工人每天面临的条件和限制;以及他们对此类平台的看法。我们讨论了平台工作者感受到的矛盾体验,他们在某些方面依赖平台,在另一些方面独立。我们认为,在新冠肺炎的背景下,平台工作的内在矛盾条件和情况对零工工人来说变得更加突出:随着平台继续强调他们的“选择”,风险越来越多地落在工人身上,具有明确确立的工人依赖因素。
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引用次数: 1
Digital transformations of the urban – carbon – labor nexus: A research agenda 城市-碳-劳动力关系的数字化转型:一个研究议程
Pub Date : 2023-06-19 DOI: 10.1016/j.diggeo.2023.100062
Eliot Tretter, Ryan Burns

Digitalization is profoundly impacting natural resource extraction. Mines and wells are monitored and managed in new ways from real-time data streams to algorithmic decision-making to implementation of automated vehicles. How mines and wells are superintended is restructuring the geographies of employment as more of the day-to-day mining operations are centralized in urban locations distant from sites of extraction. Digital infrastructures allow for greater control over distant non-urban extractive geographies, but they also are remaking urban spaces. While the tendency today is to create ever more geographically extensive extractive-labor regimes, these regimes are increasingly modulated by digital technology advances, a feature that also central in the drive for cities to become “smart.”

Here, in a review of the literature, we theorize these transformations and show that they raise pressing new research questions at the (digitalized) nexus of urban — carbon — labor. We argue that to date, research, particularly that on digitalization, has at any time tended to focus on two of the three nodes in this nexus, and better integrating all 3 of them raises unique theoretical challenges. We offer 4 inquiries as an agenda that can guide future research. First, how should urban labor be brought to bear on digital extraction scholarship? Second, how is digitalization of carbon-extractive economies shaping social divisions of labor in the smart city? Third, does the datafication of “nature” in energy-extractive industries transform political ecology relations? Fourth, how does the particular context of the extractive industries make us rethink urban economies of digital labor?

数字化正在深刻影响自然资源开采。矿山和油井以新的方式进行监测和管理,从实时数据流到算法决策,再到自动化车辆的实施。随着越来越多的日常采矿作业集中在远离开采地点的城市地区,矿山和水井的监管方式正在重组就业地域。数字基础设施允许对遥远的非城市采掘地理进行更大的控制,但它们也在重塑城市空间。虽然今天的趋势是建立地理范围越来越广的采掘劳动制度,但这些制度越来越受到数字技术进步的影响,这一特征也是推动城市变得“智能”的核心,我们将这些转变理论化,并表明它们在城市-碳-劳动力的(数字化)关系方面提出了紧迫的新研究问题。我们认为,到目前为止,研究,特别是关于数字化的研究,在任何时候都倾向于关注这一关系中的三个节点中的两个,更好地整合这三个节点带来了独特的理论挑战。我们提供4项咨询,作为指导未来研究的议程。首先,应该如何让城市劳动力对数字提取奖学金产生影响?其次,碳采掘经济的数字化如何塑造智慧城市的社会分工?第三,能源采掘业中“自然”的数据化是否改变了政治生态关系?第四,采掘业的特殊背景如何让我们重新思考数字劳动力的城市经济?
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引用次数: 0
Platform landlords: Renters, personal data and new digital footholds of urban control 平台房东:租房者、个人数据和城市控制的新数字立足点
Pub Date : 2023-06-16 DOI: 10.1016/j.diggeo.2023.100060
Megan Nethercote

Under digital capitalism, the interests of landed property and digital platforms are converging. This article explores this dynamic in rental homes operated by corporate landlords by querying how private equity, pension funds and other institutional investors mobilise renters’ personal data to extract value from their assets. This article argues that as corporate landlords embrace the logics of rentier platforms, data offers a new frontier of accumulation. ‘Double threat’ enclosure describes how the traditional material enclosure of real property and extraction of monetary rents combines with the digital enclosure of renter subjects and extraction of data rents to drive returns on rental investments. To make this argument, I dissect the corporate landlord as a rentier platform. This dissection foregrounds its digital infrastructures, data as the lifeblood of platforms, and datafication as the process of mobilising data to capture data rents. Build to rent (multifamily) provides a compelling case study as a growing global asset class. I show how corporate landlords compile sophisticated renter profiles, convert renter data into ‘operational metrics’, and leverage recursive feedback to drive operational efficiencies in asset management. Double threat enclosure effectively revises tenant/landlords relations in its attempts to: (1) transform renters into techno-economic objects (assets) increasingly legible only in these terms; (2) score, sort and stratify renters based on asset management imperatives of operational efficiency; (3) monitor, discipline and monetise renters with unprecedented intensity; and (4) exclude and invisibilise those who are unviable techno-economic objects. Double threat enclosure, with its new digital tools and sites (ie. renters; tech stacks) of accumulation, augments the financialization of housing and exacerbates risks to renters. The ramping up of private control over (data about) city residents/renters, expands concerns to include the way rental homes risks becoming a foothold for exercising power, not just extracting rents.

在数字资本主义下,土地财产和数字平台的利益正在趋同。本文通过询问私募股权、养老基金和其他机构投资者如何调动租房者的个人数据,从他们的资产中提取价值,探讨了企业房东经营的出租屋中的这种动态。这篇文章认为,随着企业房东接受租房平台的逻辑,数据提供了一个新的积累前沿“双重威胁”外壳描述了传统的不动产材料外壳和货币租金提取如何与租房主体的数字外壳和数据租金提取相结合,以推动租金投资回报。为了提出这一论点,我将企业房东剖析为一个租房者平台。这种剖析突出了其数字基础设施,数据是平台的生命线,数据化是调动数据以获取数据租金的过程。以租代建(多户住宅)作为一种不断增长的全球资产类别,提供了一个令人信服的案例研究。我展示了公司房东如何编制复杂的租房者档案,将租房者数据转换为“运营指标”,并利用递归反馈来提高资产管理的运营效率。双重威胁包围有效地修正了租户/房东的关系,试图:(1)将租户转变为技术经济对象(资产),只在这些术语中变得越来越清晰;(2) 根据运营效率的资产管理要求对租房者进行评分、分类和分层;(3) 以前所未有的强度对租房者进行监督、约束和货币化;(4)排斥和隐形那些不可行的技术经济对象。双重威胁封闭,其新的数字工具和网站(即租房者;技术堆栈)的积累,增强了住房的金融化,加剧了租房者的风险。私人对城市居民/租房者(数据)控制的加强,扩大了人们的担忧,包括租房有可能成为行使权力的立足点,而不仅仅是提取租金。
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引用次数: 4
A text-messaging chatbot to support outdoor recreation monitoring through community science 一个短信聊天机器人,通过社区科学支持户外娱乐监控
Pub Date : 2023-06-09 DOI: 10.1016/j.diggeo.2023.100059
Emilia H. Lia , Monika M. Derrien , Samantha G. Winder , Eric M. White , Spencer A. Wood

Public land managers depend on reliable and readily available data about outdoor recreation in parks and greenspaces. However, traditional recreation monitoring techniques including visitor surveying and counting cannot be implemented over large spatial and temporal scales, especially in remote and undeveloped settings where monitoring is costly. To fill these data gaps, and thereby inform decision-making, this study develops and tests the efficacy of a novel recreation monitoring technique that engages visitors in data collection using a chatbot and text-messages. Drawing on knowledge and methods from community science and crowdsourcing, we present a relatively low-cost and low-barrier approach to counting and characterizing recreational visits on public lands. In an 18-month pilot implementation on a national forest in Washington, USA, we found that crowdsourced data collected using the chatbot were consistent with results of controlled counts and in-person surveys. Furthermore, some sites received relatively high participation rates, up to 12% of recreating parties, regardless of cellular connectivity at the site. This study, which is the first to engage public land usersin community science using a text-messaging chatbot for the purposes of studying outdoor recreation, demonstrates the potential for technology to support new community science approaches that involve visitors in land stewardship and the development of recreation monitoring systems.

公共土地管理者依赖可靠且随时可用的公园和绿地户外娱乐数据。然而,包括游客调查和计数在内的传统娱乐监测技术无法在大的空间和时间尺度上实施,尤其是在监测成本高昂的偏远和未开发环境中。为了填补这些数据空白,从而为决策提供信息,本研究开发并测试了一种新的娱乐监控技术的有效性,该技术让访客使用聊天机器人和短信进行数据收集。利用社区科学和众包的知识和方法,我们提出了一种相对低成本、低障碍的方法来计算和表征公共土地上的娱乐访问。在美国华盛顿的一个国家森林进行的为期18个月的试点实施中,我们发现使用聊天机器人收集的众包数据与受控计数和面对面调查的结果一致。此外,一些网站的参与率相对较高,高达12%的娱乐派对,无论网站的蜂窝连接如何。这项研究首次使用短信聊天机器人让公共土地使用者参与社区科学,以研究户外娱乐活动。该研究表明,技术有潜力支持新的社区科学方法,让游客参与土地管理和娱乐监测系统的开发。
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引用次数: 0
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Digital Geography and Society
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