analysis of carbon sink driving mechanisms

Lv, Qingzhou, Yang, Hui, Wang, Jia ORCID: https://orcid.org/0000-0003-4379-9724, Feng, Gefei, Liu, Wanzeng, Zhang, Yunhui, Wang, Wenfeng, Wang, Cheng, Huang, Xinfeng, Cui, Liu, Qiao, Yina, Fan, Huaiwei, Yao, Yuejing, Qin, Yin, Zhang, Wenkai and Han, Yang (2025) Estimating regional terrestrial ecosystem carbon sinks on multi-model coupling approach. Ecological Indicators, 178:114041. ISSN 1470-160X (Print), 1872-7034 (Online) (doi:10.1016/j.ecolind.2025.114041)

attention U-Net

Lv, Qingzhou, Yang, Hui, Wang, Jia ORCID: https://orcid.org/0000-0003-4379-9724, Liu, Wanzeng, Feng, Gefei, Cui, Liu, Zhang, Yuan, Tao, Yuan, Han, Yang and Huang, Xinfeng (2026) Long-term mapping of aboveground carbon storage in China (2000−2020) using a prior-knowledge-constrained deep learning model. International Journal of Digital Earth, 19 (2). ISSN 1753-8947 (Print), 1753-8955 (Online) (doi:10.1080/17538947.2026.2722715)

average carbon storage

Lv, Qingzhou, Yang, Hui, Wang, Jia ORCID: https://orcid.org/0000-0003-4379-9724, Liu, Wanzeng, Feng, Gefei, Cui, Liu, Zhang, Yuan, Tao, Yuan, Han, Yang and Huang, Xinfeng (2026) Long-term mapping of aboveground carbon storage in China (2000−2020) using a prior-knowledge-constrained deep learning model. International Journal of Digital Earth, 19 (2). ISSN 1753-8947 (Print), 1753-8955 (Online) (doi:10.1080/17538947.2026.2722715)

carbon cycle

Lv, Qingzhou, Yang, Hui, Wang, Jia ORCID: https://orcid.org/0000-0003-4379-9724, Feng, Gefei, Liu, Wanzeng, Zhang, Yunhui, Wang, Wenfeng, Wang, Cheng, Huang, Xinfeng, Cui, Liu, Qiao, Yina, Fan, Huaiwei, Yao, Yuejing, Qin, Yin, Zhang, Wenkai and Han, Yang (2025) Estimating regional terrestrial ecosystem carbon sinks on multi-model coupling approach. Ecological Indicators, 178:114041. ISSN 1470-160X (Print), 1872-7034 (Online) (doi:10.1016/j.ecolind.2025.114041)

data-knowledge synergy

Qin, Ying, Yang, Hui, Cui, Liu, Feng, Gefei, Wang, Jia ORCID: https://orcid.org/0000-0003-4379-9724, Qiao, Yina, Lv, Qingzhou, Feng, Jian and Wang, Wenfeng (2025) Developing a data–knowledge synergy-driven methodology for co-associated minerals knowledge graph construction. Earth Science – Journal of China University of Geosciences. ISSN 1000‑2383 (Print), 1674‑487X (Online) (doi:10.3799/dqkx.2025.268)

deep learning

Qin, Ying, Yang, Hui, Cui, Liu, Feng, Gefei, Wang, Jia ORCID: https://orcid.org/0000-0003-4379-9724, Qiao, Yina, Lv, Qingzhou, Feng, Jian and Wang, Wenfeng (2025) Developing a data–knowledge synergy-driven methodology for co-associated minerals knowledge graph construction. Earth Science – Journal of China University of Geosciences. ISSN 1000‑2383 (Print), 1674‑487X (Online) (doi:10.3799/dqkx.2025.268)

knowledge graph

Qin, Ying, Yang, Hui, Cui, Liu, Feng, Gefei, Wang, Jia ORCID: https://orcid.org/0000-0003-4379-9724, Qiao, Yina, Lv, Qingzhou, Feng, Jian and Wang, Wenfeng (2025) Developing a data–knowledge synergy-driven methodology for co-associated minerals knowledge graph construction. Earth Science – Journal of China University of Geosciences. ISSN 1000‑2383 (Print), 1674‑487X (Online) (doi:10.3799/dqkx.2025.268)

model coupling

Lv, Qingzhou, Yang, Hui, Wang, Jia ORCID: https://orcid.org/0000-0003-4379-9724, Feng, Gefei, Liu, Wanzeng, Zhang, Yunhui, Wang, Wenfeng, Wang, Cheng, Huang, Xinfeng, Cui, Liu, Qiao, Yina, Fan, Huaiwei, Yao, Yuejing, Qin, Yin, Zhang, Wenkai and Han, Yang (2025) Estimating regional terrestrial ecosystem carbon sinks on multi-model coupling approach. Ecological Indicators, 178:114041. ISSN 1470-160X (Print), 1872-7034 (Online) (doi:10.1016/j.ecolind.2025.114041)

multi-source data integration

Lv, Qingzhou, Yang, Hui, Wang, Jia ORCID: https://orcid.org/0000-0003-4379-9724, Liu, Wanzeng, Feng, Gefei, Cui, Liu, Zhang, Yuan, Tao, Yuan, Han, Yang and Huang, Xinfeng (2026) Long-term mapping of aboveground carbon storage in China (2000−2020) using a prior-knowledge-constrained deep learning model. International Journal of Digital Earth, 19 (2). ISSN 1753-8947 (Print), 1753-8955 (Online) (doi:10.1080/17538947.2026.2722715)

Neo4j graph database

Qin, Ying, Yang, Hui, Cui, Liu, Feng, Gefei, Wang, Jia ORCID: https://orcid.org/0000-0003-4379-9724, Qiao, Yina, Lv, Qingzhou, Feng, Jian and Wang, Wenfeng (2025) Developing a data–knowledge synergy-driven methodology for co-associated minerals knowledge graph construction. Earth Science – Journal of China University of Geosciences. ISSN 1000‑2383 (Print), 1674‑487X (Online) (doi:10.3799/dqkx.2025.268)

ontology

Qin, Ying, Yang, Hui, Cui, Liu, Feng, Gefei, Wang, Jia ORCID: https://orcid.org/0000-0003-4379-9724, Qiao, Yina, Lv, Qingzhou, Feng, Jian and Wang, Wenfeng (2025) Developing a data–knowledge synergy-driven methodology for co-associated minerals knowledge graph construction. Earth Science – Journal of China University of Geosciences. ISSN 1000‑2383 (Print), 1674‑487X (Online) (doi:10.3799/dqkx.2025.268)

prior knowledge constraint

Lv, Qingzhou, Yang, Hui, Wang, Jia ORCID: https://orcid.org/0000-0003-4379-9724, Liu, Wanzeng, Feng, Gefei, Cui, Liu, Zhang, Yuan, Tao, Yuan, Han, Yang and Huang, Xinfeng (2026) Long-term mapping of aboveground carbon storage in China (2000−2020) using a prior-knowledge-constrained deep learning model. International Journal of Digital Earth, 19 (2). ISSN 1753-8947 (Print), 1753-8955 (Online) (doi:10.1080/17538947.2026.2722715)

symbiotic and associated minerals

Qin, Ying, Yang, Hui, Cui, Liu, Feng, Gefei, Wang, Jia ORCID: https://orcid.org/0000-0003-4379-9724, Qiao, Yina, Lv, Qingzhou, Feng, Jian and Wang, Wenfeng (2025) Developing a data–knowledge synergy-driven methodology for co-associated minerals knowledge graph construction. Earth Science – Journal of China University of Geosciences. ISSN 1000‑2383 (Print), 1674‑487X (Online) (doi:10.3799/dqkx.2025.268)

terrestrial ecosystem carbon storage

Lv, Qingzhou, Yang, Hui, Wang, Jia ORCID: https://orcid.org/0000-0003-4379-9724, Feng, Gefei, Liu, Wanzeng, Zhang, Yunhui, Wang, Wenfeng, Wang, Cheng, Huang, Xinfeng, Cui, Liu, Qiao, Yina, Fan, Huaiwei, Yao, Yuejing, Qin, Yin, Zhang, Wenkai and Han, Yang (2025) Estimating regional terrestrial ecosystem carbon sinks on multi-model coupling approach. Ecological Indicators, 178:114041. ISSN 1470-160X (Print), 1872-7034 (Online) (doi:10.1016/j.ecolind.2025.114041)

terrestrial ecosystems

Lv, Qingzhou, Yang, Hui, Wang, Jia ORCID: https://orcid.org/0000-0003-4379-9724, Liu, Wanzeng, Feng, Gefei, Cui, Liu, Zhang, Yuan, Tao, Yuan, Han, Yang and Huang, Xinfeng (2026) Long-term mapping of aboveground carbon storage in China (2000−2020) using a prior-knowledge-constrained deep learning model. International Journal of Digital Earth, 19 (2). ISSN 1753-8947 (Print), 1753-8955 (Online) (doi:10.1080/17538947.2026.2722715)