Search Results - efficient numerical algorithms AND handling basin‐scale subsurface imaging problems

Sensitivity analysis using physics-based machine learning: an example from surrogate modelling for magnetotellurics.

Authors: Lindner, N Degen, D Grayver, A et al.

Source: Geophysical Journal International; Jul2025, Vol. 242 Issue 1, p1-18, 18p

Subject Terms: PARTIAL differential equations, MACHINE learning, MAGNETOTELLURICS, PARAMETER estimation, SENSITIVITY analysis

Unveiling Hidden Water Resources: Deep Learning and Remote Sensing for Subsurface Hydrology for Environmental Health.

Authors: Babu, Jampani Satish G., Dinesh Suganya, R. et al.

Source: Remote Sensing in Earth Systems Sciences; Jun2025, Vol. 8 Issue 2, p352-364, 13p

Copula Modeling and Uncertainty Propagation in Field‐Scale Simulation of CO2 Fault Leakage.

Authors: Pettersson, Per Keilegavlen, Eirik Sandve, Tor Harald et al.

Source: Water Resources Research; Jan2025, Vol. 61 Issue 1, p1-28, 28p

Subject Terms: ROCK properties, UNDERGROUND storage, FAULT zones, DISTRIBUTION (Probability theory), GREENHOUSE gases

A Review of Machine Learning Applications in Ocean Color Remote Sensing.

Authors: Zhang, Zhenhua Chen, Peng Zhang, Siqi et al.

Source: Remote Sensing; May2025, Vol. 17 Issue 10, p1776, 29p

Subject Terms: MACHINE learning, OPTICAL remote sensing, CLIMATE change models, ARTIFICIAL intelligence, REMOTE sensing, DEEP learning, OCEAN color

Synthetic Aperture Radar for Geosciences.

Authors: Meng, Lingsheng Yan, Chi Lv, Suna et al.

Source: Reviews of Geophysics; Sep2024, Vol. 62 Issue 3, p1-79, 79p

Subject Terms: SYNTHETIC aperture radar, MACHINE learning, SURFACE of the earth, ENVIRONMENTAL sciences, DEEP learning

CO2 injection-based enhanced methane recovery from carbonate gas reservoirs via deep learning.

Authors: Huang, Yize Li, Xizhe Elsworth, Derek et al.

Source: Physics of Fluids; Jun2024, Vol. 36 Issue 6, p1-12, 12p

Subject Terms: DEEP learning, MACHINE learning, GAS reservoirs, GAS condensate reservoirs, CARBONATE reservoirs, GAS wells, GEOLOGICAL modeling, CARBON emissions

Controlling potential far‐field brine leakage from CO2 storage formations using deep extraction wells: Numerical and experimental testing.

Authors: Askar, Ahmad H. Illangasekare, Tissa H.

Source: Greenhouse Gases: Science & Technology; Feb2023, Vol. 13 Issue 1, p3-30, 28p

Subject Terms: SALT, LEAKAGE, GEOLOGICAL formations, GENETIC algorithms, CARBON sequestration

Company/Entity: SOCIETY of Chemical Industry (Great Britain)

Advancing ocean monitoring and knowledge for societal benefit: the urgency to expand Argo to OneArgo by 2030.

Authors: Thierry, Virginie Claustre, Hervé Pasqueron de Fommervault, Orens et al.

Source: Frontiers in Marine Science; 2025, p1-41, 41p

Subject Terms: OCEANOGRAPHIC observations, GLOBAL Ocean Observing System, ECOSYSTEM management, UNDERWATER exploration, ENVIRONMENTAL risk, CLIMATE change, MARINE ecology

Remote Sensing Data Assimilation in Crop Growth Modeling from an Agricultural Perspective: New Insights on Challenges and Prospects.

Authors: Wang, Jun Wang, Yanlong Qi, Zhengyuan

Source: Agronomy; Sep2024, Vol. 14 Issue 9, p1920, 40p

Subject Terms: AGRICULTURAL remote sensing, LEAF area index, AGRICULTURE, CROP growth, REMOTE sensing, DATA assimilation

Marine Equipment Siting Using Machine-Learning-Based Ocean Remote Sensing Data: Current Status and Future Prospects.

Authors: Zhang, Dapeng Ma, Yunsheng Zhang, Huiling et al.

Source: Sustainability (2071-1050); Oct2024, Vol. 16 Issue 20, p8889, 26p

Time‐Lapsed Hydraulic Tomography for Monitoring Hydraulic Conductivity Field Evolution Caused by Pore‐Clogging.

Authors: Ke, Bing‐Shiun Shiau, Yo‐Jin Wang, Bo‐Tsen et al.

Source: Water Resources Research; Mar2025, Vol. 61 Issue 3, p1-18, 18p

Subject Terms: FENTON'S reagent, HYDRAULIC conductivity, GROUNDWATER remediation, HAZARDOUS waste sites, WATER hardness

Reviews and syntheses: Review of proxies for low-oxygen paleoceanographic reconstructions.

Authors: Hoogakker, Babette A.A. Davis, Catherine Wang, Yi et al.

Source: Biogeosciences; 2025, Vol. 22 Issue 4, p863-957, 95p

Subject Terms: OXYGEN content of seawater, NITROGEN isotopes, OXYGENATION (Chemistry), CARBON isotopes, GEOCHEMISTRY

High-resolution long-term average groundwater recharge in Africa estimated using random forest regression and residual interpolation.

Authors: Pazola, Anna Shamsudduha, Mohammad French, Jon et al.

Source: Hydrology & Earth System Sciences; 2024, Vol. 28 Issue 13, p2949-2967, 19p

Subject Terms: RANDOM forest algorithms, GROUNDWATER recharge, INTERPOLATION, GOODNESS-of-fit tests, SOIL moisture, SPATIAL resolution

Geographic Terms: AFRICA

CREATING GREAT LAKES RESILIENCE: International Association for Great Lakes Research 68th Conference on Great Lakes Research June 2-6, 2025, Milwaukee, WI.

Source: Annual Conference on Great Lakes Research Abstract Book; 2025, Vol. 68, p1-215, 216p

Subject Terms: DISASTER resilience, LAKES, CONFERENCES & conventions

Geographic Terms: MILWAUKEE (Wis.)

Advancing geological storage of carbon dioxide (CO2) with emerging technologies for climate change mitigation.

Authors: Eyitayo, S. Arbad, N. Okere, C. et al.

Source: International Journal of Environmental Science & Technology (IJEST); Mar2025, Vol. 22 Issue 6, p5023-5056, 34p

Connecting hydrological modelling and forecasting from global to local scales: Perspectives from an international joint virtual workshop.

Authors: Dasgupta, Antara Arnal, Louise Emerton, Rebecca et al.

Source: Journal of Flood Risk Management; Mar2025, Vol. 18 Issue 1, p1-44, 44p

Subject Terms: HYDROLOGIC models, HYDROLOGICAL forecasting, COMMUNICATION barriers, DECISION making, INTERDISCIPLINARY research, CLIMATE change, FORECASTING

Company/Entity: EUROPEAN Centre for Medium-Range Weather Forecasts (Organization)

Generative deep learning for data generation in natural hazard analysis: motivations, advances, challenges, and opportunities.

Authors: Ma, Zhengjing Mei, Gang Xu, Nengxiong

Source: Artificial Intelligence Review; Jun2024, Vol. 57 Issue 6, p1-91, 91p

High-resolution long-term average groundwater recharge in Africa estimated using random forest regression and residual interpolation.

Authors: Pazola, Anna Taylor, Richard G. Shamsudduha, Mohammad et al.

Source: EGUsphere; 10/6/2023, p1-29, 29p

Subject Terms: RANDOM forest algorithms, GROUNDWATER recharge, INTERPOLATION, GOODNESS-of-fit tests, MODELS & modelmaking, SOIL moisture

Geographic Terms: AFRICA

Land Data Assimilation: Harmonizing Theory and Data in Land Surface Process Studies.

Authors: Li, Xin Liu, Feng Ma, Chunfeng et al.

Source: Reviews of Geophysics; Mar2024, Vol. 62 Issue 1, p1-45, 45p

Subject Terms: EARTH system science, LAND surface temperature, DIGITAL twin, IMAGE encryption, HYDROLOGIC cycle, BIG data

Modelling the Influence of Erosive Fluidization on the Morphology of Fluid Flow and Escape Structures.

Authors: Gupta, Shubhangi Micallef, Aaron

Source: Mathematical Geosciences; Nov2023, Vol. 55 Issue 8, p1101-1123, 23p