← 論文一覧に戻る

デジタル時代のカーボンファーミング:土壌炭素隔離、永続性、測定・報告・検証

Carbon Farming in the Digital Era: Soil Carbon Sequestration, Permanence, Measurement, Reporting and Verification (原題)

Samarpan Chakraborty, Anusmita Goswami, Ritam Dhar, Kasturi Mandal, Tamalika Mondal, Sancharee Paul, Priya Sarawgi, Sujan Biswas

Journal of Advances in Biology & Biotechnology📚 査読済 / ジャーナル2026-09-11#炭素会計対象セクター: agriculture
DOI: 10.9734/jabb/2026/v29i104418
原典: https://doi.org/10.9734/jabb/2026/v29i104418

🤖 gxceed AI 要約

日本語

本レビューは、カーボンファーミングの信頼性を支える生物物理学的基盤、分子レベルの持続性とプロジェクトレベルの永続性の区別、土壌炭素ストック変化の測定、そしてデジタル技術を活用したMRVの役割を評価する。カバークロップや有機物投入等は条件次第で土壌炭素を増やすが、効果量はベースラインや気候・土性に強く依存する。リモートセンシングや機械学習はコスト削減に寄与するが、現場較正と独立検証、定期的な再測定が不可欠であり、高品質なMRVにはハイブリッド手法と保守的な不確実性処理、透明なベースライン、リバーサル条項、データ系統の監査可能性が求められる。

English

This critical review evaluates the biophysical basis of soil carbon sequestration, the distinction between molecular persistence and project-level permanence, stock-change measurement, and the role of digital technologies in MRV. Cover crops, organic amendments, diversified rotations, and some biochar can raise soil carbon under suitable conditions, but effect sizes depend heavily on baseline stocks, climate, texture, depth, and system boundaries. Remote sensing, digital soil mapping, spectroscopy, machine learning, and process models can reduce transaction costs but cannot replace field calibration, independent validation, and periodic remeasurement. High-integrity carbon farming requires hybrid MRV, conservative uncertainty treatment, transparent counterfactual baselines, reversal provisions, leakage and non-CO2 accounting, auditable data lineage, and equitable participation safeguards.

Unofficial AI-generated summary based on the public title and abstract. Not an official translation.

📝 gxceed 編集解説 — Why this matters

日本のGX文脈において

日本ではJ-クレジット制度や農林水産省の「みどりの食料システム戦略」において土壌炭素貯留が注目されており、本レビューはMRVの精度・永続性・不確実性管理に関する実務的示唆を提供する。デジタル技術を活用したMRVは、国内のカーボンファーミング普及と国際的な炭素市場への参加において重要な基盤となる。

In the global GX context

Globally, this review informs the development of credible soil carbon methodologies under Article 6.4, the voluntary carbon market, and emerging agricultural MRV frameworks. It highlights that digitalisation alone cannot ensure integrity; hybrid MRV with field calibration and conservative accounting is essential for meeting ISSB/CSRD disclosure expectations and avoiding greenwashing in carbon farming claims.

👥 読者別の含意

🔬研究者:土壌炭素隔離の測定・報告・検証における生物物理学的・会計的課題とデジタル技術の限界を整理する研究指針を提供する。

🏢実務担当者:カーボンファーミング事業のMRV設計において、現場再測定とデジタルツールの併用、保守的な不確実性評価、リバーサル条項の重要性を理解するのに役立つ。

🏛政策担当者:土壌炭素クレジット制度の設計において、永続性・リーケージ・非CO2ガスを含む包括的なMRV要件とデータ監査可能性の確保が不可欠であることを示唆する。

📄 Abstract(原文)

Carbon farming is increasingly promoted as a way to rebuild soil organic carbon while creating verifiable climate benefits and new farm income streams. Its credibility, however, depends on a chain of conditions that extends well beyond whether a practice can increase soil carbon at an experimental site. This critical narrative review evaluates the biophysical basis of agricultural soil carbon sequestration, the distinction between molecular persistence and project-level permanence, the measurement of stock change, and the rapidly developing role of digital technologies in measurement, reporting and verification (MRV). Literature published from 2000 to 6 July 2026 was examined, with earlier conceptual material considered only where necessary. Evidence was prioritised from peer-reviewed field studies, meta-analyses, methodological studies and authoritative technical frameworks. The evidence supports the capacity of cover crops, organic amendments, diversified rotations and some biochar applications to raise soil carbon under appropriate conditions, but effect sizes are strongly conditioned by baseline stocks, climate, texture, depth, carbon inputs, management history and system boundaries. Apparent gains can also arise from altered depth distribution or transferred organic matter rather than additional atmospheric carbon removal. Permanence is therefore a management and accounting property, not simply a property of chemically resistant carbon. Direct remeasurement remains the evidentiary anchor for stock-change assessment, yet high spatial variability and slow accumulation make short project periods statistically difficult. Fixed-depth accounting can bias comparisons when bulk density changes; equivalent-soil-mass approaches and explicit uncertainty analysis are more defensible. Remote sensing, digital soil mapping, spectroscopy, machine learning and process-based models can reduce transaction costs and improve stratification, activity monitoring and extrapolation, but they do not remove the need for field calibration, independent validation and periodic soil remeasurement. High-integrity carbon farming consequently requires hybrid MRV, conservative uncertainty treatment, transparent counterfactual baselines, reversal provisions, leakage and non-carbon greenhouse-gas accounting, auditable data lineage and safeguards for equitable participation. Digitalisation can make carbon farming more scalable, but only if it strengthens rather than substitutes for biophysical and governance integrity.

🔗 Provenance — このレコードを発見したソース

🔔 こうした論文の新着を逃したくない方は キーワードアラート に登録(無料・3キーワードまで)。

gxceed は公開メタデータに基づく研究支援データセットです。要約・翻訳・解説は AI 支援で生成されています。 最終的な解釈・検証は利用者が原典資料に基づいて行うことを前提とします。