Towards Globally Harmonized Environmental Data: A Proof of Concept Using Ecological Drought and the GERI Framework

Global environmental challenges like ecological drought demand cross-border collaboration and interoperable data. The Global Ecosystem Research Infrastructure (GERI) was founded to address this need, building relationships and establishing data sharing practices among six of the largest ecosystem research infrastructures in the world. Data harmonization is required to standardize and ingest data products from these infrastructures into a findable, accessible, interoperable, reusable (FAIR) global dataset. Harmonized global data can improve existing global climate models and inform environmental research studies. This poster presents a proof of concept for harmonizing ecological drought-related data products including air temperature, precipitation, soil moisture, soil temperature and soil texture starting with data from NEON (USA) and TERN (Australia). The process involved crosswalks for variable names and units, term mapping, and metadata standardization using controlled vocabularies and EML. We describe both technical and institutional challenges encountered in aligning data from diverse infrastructures, including differences in structure, granularity, and documentation. These lessons are shaping the development of scalable methods and shared practices as we expand the effort to include additional networks RIs. Looking ahead, we aim to broaden the scope of harmonization to additional ecological domains. This work will be led in part by GERI’s Early Career Researcher working group and pursued in collaboration with international initiatives like DroughtNet and the International Drought Experiment. These efforts mark progress toward a globally interoperable environmental data landscape in support of science, policy, and ecosystem resilience.

Authors

Institutions

Publication Details

Journal
ARPHA Conference Abstracts
Published
2025-06-02
DOI
https://doi.org/10.3897/aca.8.e159037
Primary Topic
Water resources management and optimization
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Towards Globally Harmonized Environmental Data: A Proof of Concept Using Ecological Drought and the GERI Framework

Beryl Morris, Melinda D. Smith, Siddeswara Guru, Emmanuel Salmon et al.
ARPHA Conference Abstracts
Water resources management and optimization
article

Towards Globally Harmonized Environmental Data: A Proof of Concept Using Ecological Drought and the GERI Framework

Beryl Morris, Melinda D. Smith, Siddeswara Guru, Emmanuel Salmon, Paula Mabee, Michael Mirtl, Thomas G. Bornman, Christine Laney, Werner L. Kutsch, Xiubo Yu, Gregor Feig, Benjamin L. Ruddell, K. B. Deshpande, Henry W. Loescher, Cedric Hagen, Michael Sanclements, Pamela Sullivan, Steffen Zacharias, Leo Chiloane, Elisa Girola
article en

Abstract

Global environmental challenges like ecological drought demand cross-border collaboration and interoperable data. The Global Ecosystem Research Infrastructure (GERI) was founded to address this need, building relationships and establishing data sharing practices among six of the largest ecosystem research infrastructures in the world. Data harmonization is required to standardize and ingest data products from these infrastructures into a findable, accessible, interoperable, reusable (FAIR) global dataset. Harmonized global data can improve existing global climate models and inform environmental research studies. This poster presents a proof of concept for harmonizing ecological drought-related data products including air temperature, precipitation, soil moisture, soil temperature and soil texture starting with data from NEON (USA) and TERN (Australia). The process involved crosswalks for variable names and units, term mapping, and metadata standardization using controlled vocabularies and EML. We describe both technical and institutional challenges encountered in aligning data from diverse infrastructures, including differences in structure, granularity, and documentation. These lessons are shaping the development of scalable methods and shared practices as we expand the effort to include additional networks RIs. Looking ahead, we aim to broaden the scope of harmonization to additional ecological domains. This work will be led in part by GERI’s Early Career Researcher working group and pursued in collaboration with international initiatives like DroughtNet and the International Drought Experiment. These efforts mark progress toward a globally interoperable environmental data landscape in support of science, policy, and ecosystem resilience.

ARPHA Conference AbstractsVol. 8
Oregon State University (US), Helmholtz Centre for Environmental Research (DE), The University of Queensland (AU), Institute of Arctic and Alpine Research (US), University of Colorado Boulder (US), Chinese Academy of Sciences (CN), Northern Arizona University (US), Rhodes University (ZA), National Ecological Observatory Network (US), Environment Agency Austria (AT), Integrated Carbon Observation System (FI), Computer Network Information Center (CN), Terrestrial Ecosystem Research Network (AU), South African Environmental Observation Network (ZA), Colorado State University (US), Nelson Mandela University (ZA)
National Science Foundation, Battelle
Openalex Percentile: Top 60%
Water resources management and optimization
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.