ZivaHub + Deakin Research Online2026 · Astronomical catalogue
Digital Transformation in Maritime Geostrategy: A QGIS, AI, MSP, and GAMASR Framework for Yemen's Blue Economy and Security<p dir="ltr"><a href="" target="_blank"><i>Digital Transformation in Maritime Geostrategy: QGIS, AI, MSP and GAMASR Framework for Yemen Blue Economy and Security</i></a></p><p dir="ltr">Citation: HUMRAN.M.M (2026)<i> Digital Transformation in Maritime Geostrategy: QGIS, AI, MSP and GAMASR Framework for Yemen Blue Economy and Security. Globe edits. UK.</i></p><p><br></p><p><br></p><p><br></p><p dir
ZivaHub + HKU DataHub + DaYta Ya Rona + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue
Code and data supporting: “Compositional turnover as an early warning signal of forest degradation and deforestation in Miombo-dominated landscapes”<p dir="ltr">Code and data supporting: "Compositional turnover as an early warning signal of forest degradation and deforestation in Miombo-dominated landscapes of Lualaba Province (DR Congo), 2016–2025" (submitted to GIScience & Remote Sensing).</p><p dir="ltr">The deposit includes:</p><p dir="ltr">- Google Earth Engine, Python and R scripts for Sentinel-2 compositing, Random Forest classificatio
ZivaHub + HKU DataHub + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue
Date for Fine-scale mapping of winter wheat by integrating semantic segmentation with maximum a posteriori inference using Gaofen-2 imagery<p dir="ltr">The deposited materials include the parcel-level training, validation and test partitions; reference labels; the derived cropland mask; training logs; source data underlying the figures and tables; model configuration files; evaluation results; and the final winter wheat classification outputs.</p>
figshare + Loughborough Research Repository2026 · Astronomical catalogue
a study<p><br></p><p dir="ltr"> code 24, results 27, results_frozen 32, configs 7, data_registry 4,</p><p dir="ltr"> evidence 4, supplementary 2, README.md, archive_manifest.json, environment_lock.json</p><p><br></p>
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Spatially Differentiated Mechanisms of Rural Industries on Ecosystem Service Values Across Mountainous, Oasis, and Desert Regions in Arid Areas<p dir="ltr">该数据集包含用于评估中国阿尔泰省山区、绿洲和沙漠地区生态系统服务价值及其空间分化机制的地理空间和社会经济数据（2000–2025年）。数据集包括：- 主要栅格数据：土地覆盖分类（2000–2025年，30米分辨率）- 社会经济统计数据：农业产出、牧业产出、A级旅游景点、星级酒店、农业旅游机构和宾馆（表格格式）注：分析中使用了额外的遥感数据（NDVI、裸地比例、灌溉强度、草地放牧强度、DEM、气候数据），但因格式兼容性未包含于本次上传中;文件大小限制。这些数据由NASA EOSDIS、谷歌地球引擎以及国家冰冻圈与沙漠数据中心公开获取。所有数据均经过预处理和标准化，用于干旱和半干旱地区的生态系统服务空间分析。</p>
figshare2026 · Astronomical catalogue
Jilin High-Resolution Forest Aboveground Carbon Density Dataset (2022)<p dir="ltr">Jilin-FACD-2022 is a benchmark spatial dataset providing continuous, high-resolution forest aboveground carbon density (AGCD) and prefecture-level carbon accounting across the temperate forest estate of Jilin Province, Northeast China.</p>
figshare2026 · Astronomical catalogue
GOWTD-2000–2025: Global Offshore Wind Turbine Dataset<p dir="ltr">This dataset provides the geocoded spatial distribution of individual offshore wind turbines (OWTs) worldwide, derived from satellite remote sensing imagery using a two-stage identification framework implemented on the Google Earth Engine platform. The dataset contains 16,469 individually geolocated turbine records spanning 17 countries and regions, primarily covering the period 2000–
figshare2026 · Astronomical catalogue
A 10-m annual maize mapping dataset for Northeast China from 2017 to 2024<p dir="ltr">This dataset provides annual 10-m resolution maize distribution maps for Northeast China (Heilongjiang, Jilin, and Liaoning provinces) from 2017 to 2024. It is the first long-term, high-resolution maize-specific dataset for this region derived from AlphaEarth Foundations Satellite Embedding V1. The maps were produced on Google Earth Engine using random forest classifiers trained separ
figshare2026 · Astronomical catalogue
<b>A global dataset of urban vegetation structure and ecosystem functioning</b><p dir="ltr">There are the data sources for the paper "Urban environments buffer vegetation structure but not ecosystem functioning under hydroclimatic stress".<br>The analysis code of this stuy can be availabel at:</p><p dir="ltr">https://github.com/nkszjx/hydroclimatic_stress_mitigation</p>
figshare2026 · Astronomical catalogue
AGPC: An Annual 500 m Gridded Population (1990–2020) for China Incorporating 3D Building Volume Dynamics<p dir="ltr">The AGPC dataset is a temporally consistent gridded population dataset for China at 500 m spatial resolution covering the period 1990–2020. AGPC was generated using a machine-learning-based dasymetric mapping framework, integrating multi-source covariates including three-dimensional (3D) building volume, building function, and other socioeconomic variables. County-level census data we