GX & Decarbonization Research

Sarah J. Puls, Justin S. Baker, Rachel L. Cook +1

Using dynamic life cycle assessment, this study compares climate effects of 36 management scenarios for loblolly pine plantations in the southern U.S. It finds that carbon stock estimates alone fail to accurately reflect climate impacts, em…

Rana Amirova

This repository provides the code and datasets for the ADDNF framework, which quantifies transition barriers (renewable intermittency, SOC instability, battery degradation) via a dynamic DEMATEL model and optimizes an adaptive neuro-fuzzy c…

Martina Ferrando, Francesco Causone

This perspective paper critically reviews the evolution of Urban Building Energy Modelling (UBEM) and proposes a goal-oriented classification based on final objectives rather than calculation methods. It identifies three key gaps: lack of s…

Citra Endah Nur Setyawati, Benjamin McLellan

This study analyzes hydrogen's role in ASEAN's energy transition using an integrated MLP and SNM framework. Based on government documents and literature, it finds that climate commitments and global hydrogen narratives pressure fossil-fuel …

Dinesh Kumar Meena, Ajay Kumar, Dhruba Jyoti Das +1

This study compares biomass carbon storage across land-use types in Dibru-Saikhowa National Park, India, and identifies key determinants. Forests and plantations store significantly more carbon than agricultural land and grassland, with str…

Shalom Akhai, Mahapara Abbass

This chapter explores integrating renewable energy systems and thermo-mechanical innovations to achieve Net-Zero Energy Buildings (NZEBs) and district-scale net-zero performance. It links envelope design, HVAC strategies, energy recovery, a…

Matteo Giacomo Prina, Michel Noussan

This paper proposes a comprehensive framework to classify challenges in bottom-up energy system models into three pillars: accuracy, robustness, and comprehensibility. Based on literature synthesis, it analyzes dimensions such as temporal, …

Zhao H, Song A, Jin Y +1

This paper proposes a multimodal deep learning framework integrating sky cloud images and numerical sequences to improve ultra-short-term solar irradiance forecasting. A state-aware adaptive fusion mechanism dynamically integrates visual we…

Hartvig Á

Modeling residential battery diffusion across 25 European countries under four tariff designs, this study finds self-consumption yields weak returns (356-424 GWh by 2050), while advanced tariffs enabling grid interaction raise capacity abov…

(著者不明)

This paper outlines technologies for promoting the use of urban mines (valuable metals in waste). It contributes to resource circulation and sustainability, but specific GX implications are unclear.

Kim, Dong-Gill

This review integrates the multifaceted roles of carbon in ecosystems and the Earth system. Anthropogenic CO2 emissions in 2024 are estimated at 11.6 GtC, with a notably weak land sink highlighting sensitivity to climate variability. The re…

Dr JOHN DE BRITTO C, Dr MAMIDALA VIJAY KARTHIK, Dr S KUMARAVEL +1

A comprehensive monograph on renewable energy grid integration, covering smart grids, power electronics, microgrids, storage, stability, optimization, AI, cybersecurity, policies, and industrial cases. It presents challenges and solutions f…

Marques Alves Aguiar, Gabriela

This replication package provides data and code for a fixed-effects panel study of OECD countries (2015-2023), examining whether stronger carbon pricing signals are associated with lower per-capita GHG emissions. It includes cleaned dataset…

Kokubu, Hiroyuki

A quarterly snapshot of GX disclosure metrics machine-extracted from integrated and sustainability reports of TSE Prime-listed companies, covering Scope 1/2/3 emissions, SBT status, TCFD disclosure, CDP score, renewable ratio, internal carb…

Lu, Hongyou

CAST is a bottom-up techno-economic model for estimating itemized production costs of iron and steelmaking technologies. It covers main processes from ironmaking to steelmaking, allowing users to quantify costs with blends of hot metal, DRI…

Nelson, Priscilla P.

This essay argues that measuring mining decarbonization via emissions intensity can mask a linear system. It distinguishes circularity into four loops, each capable of stagnating independently of carbon reductions. It cautions that circular…

Rouzbeh Haghighi, Ali Hassan, Sina Mohammadi +2

This study models AI data-center load growth in a three-level Stackelberg-Bayesian game among regulator, ISO, and investors. It quantifies how carbon taxes and subsidies for renewables and second-life batteries reshape investment mix, emiss…

Chuanzhu Sun, Weiguang Zhang, Leixiang Peng +6

IRPVS is the first public dataset providing pixel-level instance segmentation masks for process-specific industrial soiling on rooftop PV systems. It includes 8,012 UAV images from an industrial park in China, annotated with three contamina…

Xiuwen Qian, Juan Huang, Ying Shi +5

This paper demonstrates that constructed wetlands amended with pyrite and biochar simultaneously enhance PFOA removal, nutrient metabolism, and greenhouse gas mitigation. The iron/sulfur cycling is identified as the key mechanism, offering …

Vladimir Zieger, Thibaut Lecompte, Simon Guihéneuf +3

This paper provides guidelines for dynamic LCA of bio-based and mineral building materials, enabling time-explicit greenhouse gas inventories. It captures the timing of emissions and removals, improving accuracy over static LCA. Contributes…