Share your research data

This dataset compiles epidemiological, sociodemographic, and environmental information used to analyze cutaneous leishmaniasis in Colombia between 2020 and 2023, with a specific focus on its relationship to departmental deforestation. It includes annual case counts, hospitalization records, demographic characteristics (sex, age group, socioeconomic stratum, and insurance regime), and deforestation measurements for each department.

Raw finite element analysis and numerical calculation data for the article: Lattice metamaterials as advanced airborne sound insulators by Xinwei Li, Xinxin Wang, Miao Zhao, and Zhendong Li

Raw data, Matlab analysis scripts and simulation code reproducing all figures in Moran, Graham & Tikhonov (2025), "Emergent predictability in microbial ecosystems." Optional pre-computed simulation data included to speed-up figure plotting -- remove or rename any data file to rerun the corresponding analysis or simulations from scratch. Updates in v2: added the code for invasion experiment simulations in CRM and GLV (inadvertently omitted in v1), and added the niche-filling analysis (new in v2).

Supplemental materials

This dataset includes all the data used to replicate: "Spatial Dependencies in the Relationship between Automation and Migrant Worker Employment: Evidence from Chinese Cities", published in Economic Modelling, 2026. The empirical content of the paper comprises eight tables and two appendices, along with four charts, each corresponding to the empirical analysis. The data on migrant workers is sourced from the China Migrant Dynamic Monitoring Survey (CMDS) organised by the National Health Commission of China. The robot data comes from the dataset of China’s industrial robots by industry, published by the International Federation of Robotics (IFR). Data on the number of employees across sectors in China and in each city are sourced from the China Statistical Yearbook and the China City Statistical Yearbook. The data for control variables are sourced from the China City Statistical Yearbook. The latitude and longitude coordinates, as well as the city's adjacency relationships, are available on the National Geographic Information System website (http://bzdt.ch.mnr.gov.cn/). This study examines the impact of industrial automation on rural migrant employment in China, with a focus on spatial spillover effects. It provides new insights into how automation influences labor markets beyond local boundaries. Using city-level data from 2011 to 2018 and industrial robot adoption as a measure of automation, we find that automation significantly reduces local rural migrant employment while generating positive spillover effects in neighbouring cities. These effects vary by migrants’ skills, tasks, industries, migration types, age, and marital status. Mechanism analyses indicate that automation promotes high-tech enterprise clustering and skill upgrading, creating skill premiums and labour outflows. At the same time, it also strengthens industrial links and structural similarity across neighboring cities. These effects are conducive to positive spillovers. The findings inform inter-regional policies aimed at stabilising rural migrant employment and well-being amid ongoing technological advancements. Keywords: Automation, Artificial Intelligence; Industrial robots; Migration; China; Spatial Econometrics; Spillover effects; Rural Economy

O presente trabalho foi elaborado na disciplina de Logística e Cadeia de Suprimentos do Curso de Graduação em Administração da UTFPR, campus Curitiba Ministrada pelo professor Francisco Rodrigues, durante o trabalho foi analisado e construído ferramentas que visam melhorar a eficiência no confecção de dois pufes (Capri e Dunas), os arquivos em anexo podem ser utilizados por pequenos empreendedores e estudantes para melhorar seus processos.

This dataset contains Table S1 to S4. Table S1 presents the mineral compositions of bulk saprolites. Table S2 presents the Ce concentrations, Ce mobility, pH, CIA, and TOC in bulk samples. Table S3 presents the Ce concentrations and Ce isotopic compositions of the exchangeable phases, crystalline Fe (hydro) oxide phases, and residual phases. Table S4 presents the Ce elemental and isotopic fluxes in bulk samples of the granite weathering profile.

The data primarily derive from official statistical publications and authoritative sources, including the China Statistical Yearbook (2006–2019), China Transportation Statistical Yearbook (2006–2019), China Energy Statistical Yearbook (2006–2019), China Population and Employment Statistical Yearbook (2006–2019), China Urban and Rural Construction Statistical Yearbook (2006–2019), the Ministry of Transport’s Statistical Bulletin on the Development of the Transportation Industry, the National Bureau of Statistics’ Statistical Bulletin on National Economic and Social Development, and the National Energy Administration’s Monthly Energy Statistics Bulletin. For limited missing data in certain years, an autoregressive moving average (ARMA) model was applied to impute missing values, ensuring data continuity

Transcripción de entrevistas semiestructuradas del estudio Factores de adherencia a programas de estimulación cognitiva del GNA (2025)

Supplemental materials of manuscript "Impact of tannin-based additives on animal performance and enteric methane emissions in beef and dairy cattle: a meta-analysis" published at the Journal of Dairy Science.