Cutting-edge trends in drought prediction and mitigation using ensemble learning and augmented XAI: a meteorological study
In this study, machine learning models were used to forecast drought conditions at the district level in India…
Interpretable AI-enabled decision support for drinking-straw substitution using per-use greenhouse-gas indicators and user-review evidence
Integrating complementary evidence supports contextualized substitution assessment Within the evaluated five-material dataset, literature-derived per-use GHG indicators and review-derived…
Global vessel carbon dioxide emission from navigable rivers
Raymond, P. A. et al. Global carbon dioxide emissions from inland waters. Nature 503, 355–359 (2013). Article CAS …
Geological, land use and biological influences on carbon cycling and CO2 degassing in the Danube River
Regnier, P., Resplandy, L., Najjar, R. G. & Ciais, P. The land-to-ocean loops of the global carbon cycle.…
Methane leakage thresholds for net climate benefits of wastewater biogas recovery
Interplay of biogas gains and methane losses AD is widely adopted for sludge stabilization in large municipal WRRFs…
Remote sensing and process attribution uncertainties in the Dharali event
The event occurred during active monsoon conditions. Persistent rainfall can rapidly elevate pore-water pressures in saturated paraglacial sediments,…
Megafires in Mediterranean Europe: the compound role of fire weather and drought
Fire data Our analysis focuses on Mediterranean Europe (34–48° N, 10° W–30° E), a region characterized by complex…
Body condition among Svalbard Polar bears Ursus maritimus during a period of rapid loss of sea ice
Parmesan, C. & Yohe, G. A globally coherent fingerprint of climate change impacts across natural systems. Nature 421,…
Arctic driftwood proposal for durable carbon removal
Zeng, N. et al. Carbon sequestration via wood harvest and storage: an assessment of its harvest potential. Clim.…
Variable renewable energy pathways in the Lower Mekong Basin under projected river flow extremes
Our analysis mainly includes three parts: (1) simulation of hydroclimate shock scenarios based on synthetic streamflow data; (2)…
Integrating RUSLE, AHP, GIS, and cloud-based geospatial analysis for soil erosion assessment under mediterranean conditions
Description of the study area The Mitidja Plain, located in north-central Algeria between 36°30’ and 36°45’N and 2°30’…
Predicting water scarcity in northern Bangladesh using deep learning and climate data
Baseline Maps Figures 1 and 2a illustrate the area percentage of drought susceptibility classes across three agricultural periods:…