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135 results for “rural communities”

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edi60/100

Community and Conservation Survey in Urban, Suburban and Rural Massachusetts 2013-2018

The dynamics of forest cover and the ecosystem services they provide are shaped by the land use and management decisions of thousands of individual landowners and the land use planning and conservation actions of towns and environmental organizations. Through an interdisciplinary investigation of the land use and forest conservation practices across two urban-to-rural transects between Boston and Central Massachusetts, we investigated the complex and coupled socio-ecological processes that shape the structure, function, and transformation of forested landscapes and how examine these processes may vary along urban-to-rural gradients. The survey data archived here is one element of this larger coupled natural-human systems project. The Community and Conservation Survey collected data regarding landowners’ attitudes and management practices on a variety of issues linked to conservation and the use of their own land. The objectives were to collect data that (a) increase our understanding of how landowners’ attitudes and behaviors vary across urban-to-rural gradients and (b) can be coupled with biogeochemical measurements across the study region to model variation in management behaviors.

openCC0Dec 2023View details →
zenodo48/100

Offering ART refill through community health workers versus clinic-based follow-up after home-based same-day ART initiation in rural Lesotho: The VIBRA cluster-randomised clinical trial

<p>These are pseudo-anonymised data from the VIBRA randomized trial: &quot;Offering ART refill through community health workers versus clinic-based follow-up after home-based same-day ART initiation in rural Lesotho: The VIBRA cluster-randomised clinical trial&quot;. The data dictionary explains the data available in the dataset. Between August 2018 and May 2019, 257 eligible individuals from 117 consenting villages were enrolled from two districts of Lesotho, and followed up for a maximum of 15 months. The protocol was published, &nbsp;doi: 10.1186/s13063-019-3510-5</p>

opencc-by-4.0Oct 2021View details →
zenodo40/100

Community assets and relative rurality index

<p>The CARR (Community assets and relative rurality index) index is a&nbsp;continuous, multidimensional measure of rurality based on the concept of sustainable development that integrates measures of environmental, social, and economic resources. The index incorporates traditional rurality measures such as population density, distance from metropolitan areas, and developed area&nbsp;with measures of availability and accessibility of 70 different&nbsp;infrastructure types that support essential community services and community amenities. The index uses data last updated in 2019 and is available for&nbsp;census block-groups in the coterminous United States.</p> <p>This repository includes versions of CARR calculated for block groups (original) and versions of CARR aggregated to other conventional spatial units using and area-weighted averaging approach on the original block group data. Each zip folder includes the raw data, a metadata file, and a basic exploratory data analysis document in html format.</p> <p>The information for Version 2 of this repository, and additional information on CARR, can also be found at <a href="ruralityindex.com" target="_blank" rel="noopener">ruralityindex.com</a>.</p>

opencc-by-4.0Dec 2022View details →
zenodo40/100

When female leaders believe that men make better leaders: Empowerment in community-based water management in rural Namibia

<p>The code in this repository can be used to reproduce the figures and regression analysis in Stata (some packages need to be installed via SSC) but the data file can of course be used with other programs like R or SPSS.</p> <ul> <li>&quot;female_leaders.do&quot; includes the Stata code</li> <li>&quot;female_leaders.dta&quot; includes the data from the behavioral task and surveys data in Stata format (.dta) &amp; &quot;female_leaders.xlsx&quot; includes these data in Excel format (.xlsx)</li> </ul>

openother-openJun 2020View details →
zenodo40/100

Research data supporting "A validated model of a photovoltaic water pumping system for off-grid rural communities"

<p>Research data supporting &quot;A validated model of a photovoltaic water pumping system for off-grid rural communities&quot;, Applied Energy, 2019</p>

opencc-by-4.0Dec 2021View details →
zenodo40/100

Figure 3 in Microbial source tracking and antimicrobial resistance in one river system of a rural community in Bahia, Brazil

Figure 3. Locations and copy numbers for human- and ruminant-indicative Bacteroides spp. DNA extracted from the material retained from filtration of 500 ml was used for qPCR determination of rDNA copy number. The size of the indicated shapes in the figure is proportional to the copy number/ml at that point as indicated in the legend. Inset shows points 12 and 13 at the same scale as the main figure.

opencc-by-4.0Jul 2020View details →
zenodo40/100

Figure 2 in Microbial source tracking and antimicrobial resistance in one river system of a rural community in Bahia, Brazil

Figure 2. Locations and concentrations of coliforms and E. coli at water collection points. A volume of water (100 µl – 1 ml) collected mid-stream was plated using the Coliscan culture system. Colonies were identified and counted at 48h. The size of the indicated shapes in the figure is proportional to the number of colonies/ml cultured as indicated in the legend. Inset shows points 12 and 13 at the same scale as the main figure.

opencc-by-4.0Jul 2020View details →
zenodo40/100

Figure 1 in Microbial source tracking and antimicrobial resistance in one river system of a rural community in Bahia, Brazil

Figure 1. Study area, rivers and water collection sites. The collection points on the Jiquiriçá River are P1-5; collection points on the Brejões P6-8. P3 is at the junction of the 2 rivers, and P9 and P10 are from the water treatment plant and an outside faucet, respectively. Left inset – Location of Bahia state, Salvador and Jenipapo within Brazil based on Wikimedia Commons (2011). Right inset – relationship of P12 and P13 to Jenipapo. These 2 points represent the source of piped water for the community and the furthest point upstream for collection on the Brejões River, respectively. Inset modified from Wikimedia Commons (2011).

opencc-by-4.0Jul 2020View details →
zenodo40/100

Analysing socio-economic and environmental circumstances of rural communities

<table> <tbody> <tr> <td>The data presented are derived from desk studies, and were used to assess landscape characteristics, socio-economic conditions, farming practices, needs, and perceptions regarding agroecology, adaptive capacity, vulnerability to climate change, and capacity-building needs. The data were based on primary data collected in the field and the biophysical characteristics of each ALL.</td> </tr> </tbody> </table>

opencc-by-4.0Jun 2024View details →
zenodo40/100

FIGURE 3 in Functional responses of stream fish communities to rural and urban land uses

FIGURE 3 | Flowchart of analysis. Biomass and dummy traits matrices were combined to produce functional diversity (FD) indices (FRic = functional richness, FEve = functional evenness, FDiv = functional divergence and FDis = functional dispersion) and community weight mean traits (CWM) matrices. The influences of land use/occupation (Soil matrix) over FD indices were evaluated through Pearson's correlations and over CWM through redundance analysis (RDA) and Pearson's correlations.

opencc-by-4.0Sep 2021View details →
zenodo40/100

FIGURE 4 in Functional responses of stream fish communities to rural and urban land uses

FIGURE 4 | Ordination scores of community-weighted means (CWMs) of traits (gray bars) and proportions of land use/occupation (arrows: biplot scores for constraining variables along of the first principal axis of the redundancy analysis – RDA1) applied to 24 streams sampled in the state of Paraná, Brazil.

opencc-by-4.0Sep 2021View details →
zenodo40/100

FIGURE 2 in Functional responses of stream fish communities to rural and urban land uses

FIGURE 2 | Ternary diagram of land use/occupation in the 24 streams sampled in the state of Paraná, Brazil.

opencc-by-4.0Sep 2021View details →
zenodo40/100

FIGURE 1 in Functional responses of stream fish communities to rural and urban land uses

FIGURE 1 | Location of the sampling sites in the 24 streams in the state of Paraná, Brazil. Codes and names of streams in S1.

opencc-by-4.0Sep 2021View details →
zenodo40/100

BIO4AFRICA_Survey Data Uganda - Analysis of the needs and contexts of target farmers and rural communities with a gender lens_D1.1_311022_1

<p>The results of this survey support the identification of the needs, challenges, and context of target farmers and rural communities and how, why and under which circumstances the social, economic, regulatory, institutional, market and political circumstances could act as a barrier or an enabler for the uptake of bio-based solutions.</p>

opencc-by-4.0Oct 2022View details →
zenodo40/100

BIO4AFRICA_Survey Data Senegal - Analysis of the needs and contexts of target farmers and rural communities with a gender lens_D1.1_101022_1

<p>The results of this survey support the identification of the needs, challenges, and context of target farmers and rural communities and how, why and under which circumstances the social, economic, regulatory, institutional, market and political circumstances could act as a barrier or an enabler for the uptake of bio-based solutions.</p>

opencc-by-4.0Oct 2022View details →
zenodo40/100

BIO4AFRICA_Survey Data Ghana - Analysis of the needs and contexts of target farmers and rural communities with a gender lens_D1.1_101022_1

<p>The results of this survey support the identification of the needs, challenges, and context of target farmers and rural communities and how, why and under which circumstances the social, economic, regulatory, institutional, market and political circumstances could act as a barrier or an enabler for the uptake of bio-based solutions.</p>

opencc-by-4.0Oct 2022View details →
zenodo40/100

BIO4AFRICA_Survey Data Ivory Coast - Analysis of the needs and contexts of target farmers and rural communities with a gender lens_D1.1_311022_1

<p>The results of this survey support the identification of the needs, challenges, and context of target farmers and rural communities and how, why and under which circumstances the social, economic, regulatory, institutional, market and political circumstances could act as a barrier or an enabler for the uptake of bio-based solutions.</p>

opencc-by-4.0Oct 2022View details →
dryad40/100

Comparing travel behavior and opportunities to increase transportation sustainability in small cities, towns, and rural communities

<p>The vast majority of travel behavior and sustainable transportation research has focused on urban areas. A rural perspective is lacking. In this study, we aim to dive deeper into understanding how people travel and their perceptions and opinions about various components of travel in a majority rural state. By speaking directly with Vermonters through in-person interviews, we obtain uniquely personal points of view and analyze them for commonalities and differences between urban, suburban, and rural Vermonters. We ask questions on day-to-day challenges of traveling, suggestions for reducing greenhouse gas (GHG) emissions, responses to fuel prices, and opinions on electric vehicles. Some of our key findings include that rural areas struggle most with traveling long distances to reach services, urban areas are more concerned with traffic, and opinions on electric vehicle (EV) ownership are consistent across the state, with people being likely to consider owning an EV if costs were to decrease. Our interviews identify additional questions that should be evaluated further to help states develop practical and effective policies aimed at reducing GHG emissions in rural areas. We also recommend further in-depth survey research to provide a more complete picture of the potential to shift travel behavior, particularly in rural areas. This research adds to the body of knowledge in a historically understudied population, enabling the research community to better understand and work more closely with small and rural communities to address climate change and achieve deeper GHG emission reductions.</p>

opencc-zeroAug 2023View details →
ClinicalTrials.gov40/100

Ending Transmission of HIV, HCV, and STDs and Overdose in Rural Communities of People Who Inject Drugs (ETHIC)

ClinicalTrials.gov study NCT04427202. IPD Sharing: YES. Countries: 1. Publications: 2.

controlledIPD-YESFeb 2026View details →
dryad40/100

Data for: Evaluating heterogeneity in household travel response to carbon pricing: a study focusing on small and rural communities

Open the record for dataset details and reuse information.

publicFeb 2025View details →

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Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record