Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Crystal structure
De-identified and aggregated household survey data from NSF project 'Rainfall variability, extreme events, and vulnerability in heterogeneous social and environmental systems'<p dir="ltr">De-identified household survey data associated with the NSF HEGS #2049657 project and the following two publications:</p><p dir="ltr">1. Anderson, T. G., D. Pons, L. Tun, Z. Guido, K. J. Anchukaitis, Usability of Seasonal Climate Forecasts in the Guatemalan Dry Corridor <i>Weather, Climate, and Society</i>, 2026.</p><p dir="ltr">2. Anderson, T. G., D. Pons, M. Taylor, A. Xuruc, H. H.
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Data and code supporting “Ecosystem- and conversion pathway-specific greenhouse gas responses to coastal wetland land-use change: A global meta-analysis”<p dir="ltr">This dataset and software archive supports the manuscript “Ecosystem- and conversion pathway-specific greenhouse gas responses to coastal wetland land-use change: A global meta-analysis”.</p><p dir="ltr">The archive contains the input datasets, R analysis scripts, tabulated outputs, supplementary tables, and README documentation used to evaluate greenhouse gas responses to land-use an
ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset
Three Billion Lives Protected Through the Polycrisis Century: How technological diffusion and sustainable development can reduce human suffering by 2100<p dir="ltr">The report argues that by 2100, <b>about three billion people</b>—roughly <b>29% of the projected global population</b>—could be durably protected from major deprivations if <b>technological diffusion</b> and <b>sustainable development</b> are treated as a single, compounding programme rather than separate agendas. This estimate is produced through the <b>Protection Ledger</b>, an acc
ZivaHub2026 · dataset
Middle Hut Road roadside photographs 28 January 2026<p dir="ltr">These photographs show the roadside vegetation in Middle Hut Road Doreen on 28 January 2026. </p><p dir="ltr">The images show rank (dry, ready to burn), Phalaris grass up to two metres high. </p><p dir="ltr">This roadside is designated a strategic fire management road<a href="#_ftn1" target="_blank">[1]</a> by Nillumbik council. </p><p dir="ltr">At this point more than two months afte
ZivaHub2026 · dataset
Lessons in localising a climate-resilient development pathways (CRDPs) approach<p dir="ltr">The Tuwe Pamoja project worked to strengthen the capacities of city actors to plan and implement climate resilient nature-based solutions that are locally driven, effective, and equitable for all urban residents. Partners across the four African cities - Cape Town, Lusaka, Nairobi and Accra - focussed on building capacities to localise a climate-resilient development pathways (CRDPs)
ZivaHub2026 · dataset
The Economics of Universal Access to Transformative Technologies<p dir="ltr">Universal access to transformative technologies is now one of the highest‑return investments available to the global economy. Yet adoption gaps across four foundational domains—digital connectivity, financial inclusion, energy access, and artificial intelligence—remain vast and are widening in critical areas. As the report states, <i>“technology arrives everywhere roughly on schedule;
HKU DataHub + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue
Dataset, script, Excel files, and output for the vulnerability to climate change of salt and gari producers in Ramsar Site 1017, coastal Benin (West Africa).<p dir="ltr">This folder content dataset, script, excel files, output for Vulnerability to climate change of salt and gari producers in Ramsar Site 1017, coastal Benin (West Africa). </p>
ZivaHub2026 · dataset
Raising Adaptive Capacity Through Productive Economic Convergence: How income growth and industrialization expand societies' ability to absorb shocks<p dir="ltr">Societies absorb shocks not by chance but by accumulating <b>buffers, institutions, infrastructure, and productive capacity</b> that turn hazards into manageable losses. This report argues that the most reliable path to large‑scale resilience is <b>productive economic convergence</b>: broad‑based income growth rooted in industrialization and deliberately converted into protective asse
HKU DataHub + figshare + Loughborough Research Repository2026 · Astronomical catalogue
Framework-level NetCDF data for global water-resource vulnerability assessment<p dir="ltr">This dataset provides framework-level NetCDF inputs used to reproduce the analyses of global water-resource vulnerability . The package includes gridded historical vulnerability diagnostics for 1990–2019, late-century future vulnerability diagnostics for 2071–2100 under SSP1-2.6, SSP3-7.0 and SSP5-8.5, ensemble uncertainty summaries, and 0.5-degree grid-cell area weights. The files co
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Adaptation Finance and Sectoral Vulnerability in 119 Developing Economies (2010–2024)<p dir="ltr">This item contains two files associated with the manuscript "Adaptation Finance and Sectoral Vulnerability in 119 Developing Economies (2010–2024)."</p><p dir="ltr"><b>File 1: </b><code><strong>Replication_Data.xlsx.xlsx</strong></code> — The panel dataset of 119 developing economies used in the associated manuscript. The analysis uses the balanced 2010–2024 panel. Variables include s
figshare + Loughborough Research Repository2026 · Astronomical catalogue
ARISE Framework<p dir="ltr">ARISE framework</p>
figshare2026 · Astronomical catalogue
Code Greening through whose labour<p dir="ltr">Codebook for qualitative research into labour in NBS policies</p>
figshare2026 · Astronomical catalogue
Data for "Divergent carbon and air-quality priorities across global airport cities under aviation decarbonization"<p dir="ltr">The derived airport-year metrics, the 2024 airport-distance-class aggregation, the global and airport-level scenario outputs, and the coverage and sensitivity outputs used to generate the figures and tables are provided as supplementary source-data files. The route-level LTO inventory workbook and the airport base-data workbook used as inputs</p>
figshare2026 · Astronomical catalogue
1996-2024 emissions data<p dir="ltr">1996-2024 emissions</p>
figshare2026 · Astronomical catalogue
Data and code for: Beyond Hourly Counts: Daily Quantity and Intraday Allocation of Pedestrian and Bike-Channel Trail Traffic Across Temperature Variation<p dir="ltr">This repository contains the data, code, statistical outputs, bootstrap results, figure source data, and reproducibility materials supporting the study “Beyond Hourly Counts: Daily Quantity and Intraday Allocation of Pedestrian and Bike-Channel Trail Traffic Across Temperature Variation.”</p><p dir="ltr">The study examines two complementary dimensions of temperature-related urban trai
figshare2026 · Astronomical catalogue
Heat, poverty and electricity constraint in Nigeria<p dir="ltr">This data accompanies the study that focuses on the challenges of climate heat exposure, multidimensional poverty, and electricity access in Nigeria since 2010.</p>
figshare2026 · Astronomical catalogue
Methane alters climate gains from optimal healthy diets<p dir="ltr">Adopting an optimal, healthy diet is a way to mitigate climate change. However, short-lived methane affects the climate gains of optimal diet changes, which have seldom been examined. Here, we reoptimized the diets of Chinese adult males to examine the effect of methane decay on the climate gains across multiple time horizons, decay models, and diet scenarios. These Excel sheets inclu
figshare2026 · Astronomical catalogue
A multiscale geospatial dataset of nighttime activity and heat exposure for Chinese listed firms<p dir="ltr">We describe a multiscale geospatial dataset linking firm-level nighttime activity, daytime heat exposure and warm-season nighttime microclimate for Chinese listed firms from 2012 to 2019. Annual firm locations are used as spatial anchors to align daily VIIRS Black Marble nighttime-light observations, hourly ERA5-Land meteorological fields, a 1 km daily land-surface-temperature product
figshare2026 · Astronomical catalogue
<b>Dataset for: </b><b>Anthropogenic impacts on the microbial ecology of Antarctica</b><p dir="ltr">Antarctic microbial communities now face increasing destabilization from intensifying anthropogenic activities. In this Review, we assess how anthropogenic pressure has critical consequences on microbial community and ecosystem in Antarctica. We demonstrate that human activity in this region has surged 3.6-fold over the past 15 years, driving a sustained influx of non-native microbes.
figshare + Loughborough Research Repository2026 · Astronomical catalogue
100-m population raster and National urban land use vector data<p><br></p><ol><li>National urban land‑use type vector data</li><li>100‑m population raster from the 7th National Population Census of China</li></ol><p><br></p>
ZivaHub + Deakin Research Online + DMU Figshare + UCL Research Data Repository2026 · dataset
Guide to Strategic Wetlands<p dir="ltr">The Guide to Strategic Wetlands <b>i</b>s a two-page brief that introduces a spatial planning tool for conservation and community resilience in high opportunity areas. The brief is designed to be a resource that helps non-profits, local governments, planners, and land owners identify where strategic wetland actions can most effectively reduce flood risk, protect public infrastructure,