Spatiotemporal dynamics of active root zone storage revealed from hybrid machine learning Article Swipe
Georgios Blougouras
,
Shijie Jiang
,
Alexander Brenning
,
Mirco Migliavacca
,
Louise Slater
,
Jialiang Zhou
,
Rohini Kumar
,
Lu Tian
,
Chao Wang
,
Markus Reichstein
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.22541/essoar.176280049.93675424/v1
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.22541/essoar.176280049.93675424/v1
Related Topics
Concepts
No concepts available.
Metadata
- Type
- preprint
- Landing Page
- https://doi.org/10.22541/essoar.176280049.93675424/v1
- https://essopenarchive.org/doi/pdf/10.22541/essoar.176280049.93675424/v1
- OA Status
- gold
- OpenAlex ID
- https://openalex.org/W4416087034
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4416087034Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.22541/essoar.176280049.93675424/v1Digital Object Identifier
- Title
-
Spatiotemporal dynamics of active root zone storage revealed from hybrid machine learningWork title
- Type
-
preprintOpenAlex work type
- Publication year
-
2025Year of publication
- Publication date
-
2025-11-10Full publication date if available
- Authors
-
Georgios Blougouras, Shijie Jiang, Alexander Brenning, Mirco Migliavacca, Louise Slater, Jialiang Zhou, Rohini Kumar, Lu Tian, Chao Wang, Markus ReichsteinList of authors in order
- Landing page
-
https://doi.org/10.22541/essoar.176280049.93675424/v1Publisher landing page
- PDF URL
-
https://essopenarchive.org/doi/pdf/10.22541/essoar.176280049.93675424/v1Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://essopenarchive.org/doi/pdf/10.22541/essoar.176280049.93675424/v1Direct OA link when available
- Cited by
-
0Total citation count in OpenAlex
Full payload
| id | https://openalex.org/W4416087034 |
|---|---|
| doi | https://doi.org/10.22541/essoar.176280049.93675424/v1 |
| ids.doi | https://doi.org/10.22541/essoar.176280049.93675424/v1 |
| ids.openalex | https://openalex.org/W4416087034 |
| fwci | |
| type | preprint |
| title | Spatiotemporal dynamics of active root zone storage revealed from hybrid machine learning |
| biblio.issue | |
| biblio.volume | |
| biblio.last_page | |
| biblio.first_page | |
| is_xpac | False |
| apc_list | |
| apc_paid | |
| language | |
| locations[0].id | doi:10.22541/essoar.176280049.93675424/v1 |
| locations[0].is_oa | True |
| locations[0].source | |
| locations[0].license | |
| locations[0].pdf_url | https://essopenarchive.org/doi/pdf/10.22541/essoar.176280049.93675424/v1 |
| locations[0].version | acceptedVersion |
| locations[0].raw_type | posted-content |
| locations[0].license_id | |
| locations[0].is_accepted | True |
| locations[0].is_published | False |
| locations[0].raw_source_name | |
| locations[0].landing_page_url | https://doi.org/10.22541/essoar.176280049.93675424/v1 |
| indexed_in | crossref |
| authorships[0].author.id | https://openalex.org/A5043378621 |
| authorships[0].author.orcid | https://orcid.org/0009-0006-0746-8214 |
| authorships[0].author.display_name | Georgios Blougouras |
| authorships[0].countries | DE |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I4210154168 |
| authorships[0].affiliations[0].raw_affiliation_string | Max-Planck-Institut fur Biogeochemie |
| authorships[0].institutions[0].id | https://openalex.org/I4210154168 |
| authorships[0].institutions[0].ror | https://ror.org/051yxp643 |
| authorships[0].institutions[0].type | facility |
| authorships[0].institutions[0].lineage | https://openalex.org/I149899117, https://openalex.org/I4210154168 |
| authorships[0].institutions[0].country_code | DE |
| authorships[0].institutions[0].display_name | Max Planck Institute for Biogeochemistry |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Georgios Blougouras |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | Max-Planck-Institut fur Biogeochemie |
| authorships[1].author.id | https://openalex.org/A5048628032 |
| authorships[1].author.orcid | https://orcid.org/0000-0002-2808-9559 |
| authorships[1].author.display_name | Shijie Jiang |
| authorships[1].countries | DE |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I4210154168 |
| authorships[1].affiliations[0].raw_affiliation_string | Max-Planck-Institut fur Biogeochemie |
| authorships[1].institutions[0].id | https://openalex.org/I4210154168 |
| authorships[1].institutions[0].ror | https://ror.org/051yxp643 |
| authorships[1].institutions[0].type | facility |
| authorships[1].institutions[0].lineage | https://openalex.org/I149899117, https://openalex.org/I4210154168 |
| authorships[1].institutions[0].country_code | DE |
| authorships[1].institutions[0].display_name | Max Planck Institute for Biogeochemistry |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Shijie Jiang |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Max-Planck-Institut fur Biogeochemie |
| authorships[2].author.id | https://openalex.org/A5019118021 |
| authorships[2].author.orcid | https://orcid.org/0000-0001-6640-679X |
| authorships[2].author.display_name | Alexander Brenning |
| authorships[2].countries | DE |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I76198965 |
| authorships[2].affiliations[0].raw_affiliation_string | Friedrich-Schiller-Universitat Jena |
| authorships[2].institutions[0].id | https://openalex.org/I76198965 |
| authorships[2].institutions[0].ror | https://ror.org/05qpz1x62 |
| authorships[2].institutions[0].type | education |
| authorships[2].institutions[0].lineage | https://openalex.org/I76198965 |
| authorships[2].institutions[0].country_code | DE |
| authorships[2].institutions[0].display_name | Friedrich Schiller University Jena |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Alexander Brenning |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Friedrich-Schiller-Universitat Jena |
| authorships[3].author.id | https://openalex.org/A5081683556 |
| authorships[3].author.orcid | https://orcid.org/0000-0003-3546-8407 |
| authorships[3].author.display_name | Mirco Migliavacca |
| authorships[3].countries | BE |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I2800387288 |
| authorships[3].affiliations[0].raw_affiliation_string | European Commission, Joint Research Center (JRC) |
| authorships[3].institutions[0].id | https://openalex.org/I2800387288 |
| authorships[3].institutions[0].ror | https://ror.org/00k4n6c32 |
| authorships[3].institutions[0].type | government |
| authorships[3].institutions[0].lineage | https://openalex.org/I1320481043, https://openalex.org/I2800387288 |
| authorships[3].institutions[0].country_code | BE |
| authorships[3].institutions[0].display_name | European Commission |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Mirco Migliavacca |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | European Commission, Joint Research Center (JRC) |
| authorships[4].author.id | https://openalex.org/A5043082550 |
| authorships[4].author.orcid | https://orcid.org/0000-0001-9416-488X |
| authorships[4].author.display_name | Louise Slater |
| authorships[4].countries | GB |
| authorships[4].affiliations[0].institution_ids | https://openalex.org/I40120149 |
| authorships[4].affiliations[0].raw_affiliation_string | University of Oxford |
| authorships[4].institutions[0].id | https://openalex.org/I40120149 |
| authorships[4].institutions[0].ror | https://ror.org/052gg0110 |
| authorships[4].institutions[0].type | education |
| authorships[4].institutions[0].lineage | https://openalex.org/I40120149 |
| authorships[4].institutions[0].country_code | GB |
| authorships[4].institutions[0].display_name | University of Oxford |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Louise J. Slater |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | University of Oxford |
| authorships[5].author.id | https://openalex.org/A5049856157 |
| authorships[5].author.orcid | https://orcid.org/0000-0002-6791-4857 |
| authorships[5].author.display_name | Jialiang Zhou |
| authorships[5].countries | CN |
| authorships[5].affiliations[0].institution_ids | https://openalex.org/I25254941 |
| authorships[5].affiliations[0].raw_affiliation_string | School of Environment, Beijing Normal University |
| authorships[5].institutions[0].id | https://openalex.org/I25254941 |
| authorships[5].institutions[0].ror | https://ror.org/022k4wk35 |
| authorships[5].institutions[0].type | education |
| authorships[5].institutions[0].lineage | https://openalex.org/I25254941 |
| authorships[5].institutions[0].country_code | CN |
| authorships[5].institutions[0].display_name | Beijing Normal University |
| authorships[5].author_position | middle |
| authorships[5].raw_author_name | Jialiang Zhou |
| authorships[5].is_corresponding | False |
| authorships[5].raw_affiliation_strings | School of Environment, Beijing Normal University |
| authorships[6].author.id | https://openalex.org/A5041667630 |
| authorships[6].author.orcid | https://orcid.org/0000-0002-4396-2037 |
| authorships[6].author.display_name | Rohini Kumar |
| authorships[6].countries | DE |
| authorships[6].affiliations[0].institution_ids | https://openalex.org/I137479271 |
| authorships[6].affiliations[0].raw_affiliation_string | Helmholtz-Zentrum fur Umweltforschung UFZ |
| authorships[6].institutions[0].id | https://openalex.org/I137479271 |
| authorships[6].institutions[0].ror | https://ror.org/000h6jb29 |
| authorships[6].institutions[0].type | facility |
| authorships[6].institutions[0].lineage | https://openalex.org/I1305996414, https://openalex.org/I137479271 |
| authorships[6].institutions[0].country_code | DE |
| authorships[6].institutions[0].display_name | Helmholtz Centre for Environmental Research |
| authorships[6].author_position | middle |
| authorships[6].raw_author_name | Rohini Kumar |
| authorships[6].is_corresponding | False |
| authorships[6].raw_affiliation_strings | Helmholtz-Zentrum fur Umweltforschung UFZ |
| authorships[7].author.id | https://openalex.org/A5070996098 |
| authorships[7].author.orcid | https://orcid.org/0000-0001-8403-8441 |
| authorships[7].author.display_name | Lu Tian |
| authorships[7].countries | DE |
| authorships[7].affiliations[0].institution_ids | https://openalex.org/I4210154168 |
| authorships[7].affiliations[0].raw_affiliation_string | Max-Planck-Institut fur Biogeochemie |
| authorships[7].institutions[0].id | https://openalex.org/I4210154168 |
| authorships[7].institutions[0].ror | https://ror.org/051yxp643 |
| authorships[7].institutions[0].type | facility |
| authorships[7].institutions[0].lineage | https://openalex.org/I149899117, https://openalex.org/I4210154168 |
| authorships[7].institutions[0].country_code | DE |
| authorships[7].institutions[0].display_name | Max Planck Institute for Biogeochemistry |
| authorships[7].author_position | middle |
| authorships[7].raw_author_name | Lu Tian |
| authorships[7].is_corresponding | False |
| authorships[7].raw_affiliation_strings | Max-Planck-Institut fur Biogeochemie |
| authorships[8].author.id | https://openalex.org/A5054382054 |
| authorships[8].author.orcid | https://orcid.org/0000-0002-4413-310X |
| authorships[8].author.display_name | Chao Wang |
| authorships[8].countries | CN |
| authorships[8].affiliations[0].institution_ids | https://openalex.org/I3045169105 |
| authorships[8].affiliations[0].raw_affiliation_string | Southern University of Science and Technology |
| authorships[8].institutions[0].id | https://openalex.org/I3045169105 |
| authorships[8].institutions[0].ror | https://ror.org/049tv2d57 |
| authorships[8].institutions[0].type | education |
| authorships[8].institutions[0].lineage | https://openalex.org/I3045169105 |
| authorships[8].institutions[0].country_code | CN |
| authorships[8].institutions[0].display_name | Southern University of Science and Technology |
| authorships[8].author_position | middle |
| authorships[8].raw_author_name | Chao Wang |
| authorships[8].is_corresponding | False |
| authorships[8].raw_affiliation_strings | Southern University of Science and Technology |
| authorships[9].author.id | https://openalex.org/A5071721504 |
| authorships[9].author.orcid | https://orcid.org/0000-0001-5736-1112 |
| authorships[9].author.display_name | Markus Reichstein |
| authorships[9].countries | DE |
| authorships[9].affiliations[0].institution_ids | https://openalex.org/I4210154168 |
| authorships[9].affiliations[0].raw_affiliation_string | Max-Planck-Institut fur Biogeochemie |
| authorships[9].institutions[0].id | https://openalex.org/I4210154168 |
| authorships[9].institutions[0].ror | https://ror.org/051yxp643 |
| authorships[9].institutions[0].type | facility |
| authorships[9].institutions[0].lineage | https://openalex.org/I149899117, https://openalex.org/I4210154168 |
| authorships[9].institutions[0].country_code | DE |
| authorships[9].institutions[0].display_name | Max Planck Institute for Biogeochemistry |
| authorships[9].author_position | last |
| authorships[9].raw_author_name | Markus Reichstein |
| authorships[9].is_corresponding | False |
| authorships[9].raw_affiliation_strings | Max-Planck-Institut fur Biogeochemie |
| has_content.pdf | True |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://essopenarchive.org/doi/pdf/10.22541/essoar.176280049.93675424/v1 |
| open_access.oa_status | gold |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-11-10T00:00:00 |
| display_name | Spatiotemporal dynamics of active root zone storage revealed from hybrid machine learning |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-28T09:28:16.347780 |
| primary_topic | |
| cited_by_count | 0 |
| locations_count | 1 |
| best_oa_location.id | doi:10.22541/essoar.176280049.93675424/v1 |
| best_oa_location.is_oa | True |
| best_oa_location.source | |
| best_oa_location.license | |
| best_oa_location.pdf_url | https://essopenarchive.org/doi/pdf/10.22541/essoar.176280049.93675424/v1 |
| best_oa_location.version | acceptedVersion |
| best_oa_location.raw_type | posted-content |
| best_oa_location.license_id | |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | False |
| best_oa_location.raw_source_name | |
| best_oa_location.landing_page_url | https://doi.org/10.22541/essoar.176280049.93675424/v1 |
| primary_location.id | doi:10.22541/essoar.176280049.93675424/v1 |
| primary_location.is_oa | True |
| primary_location.source | |
| primary_location.license | |
| primary_location.pdf_url | https://essopenarchive.org/doi/pdf/10.22541/essoar.176280049.93675424/v1 |
| primary_location.version | acceptedVersion |
| primary_location.raw_type | posted-content |
| primary_location.license_id | |
| primary_location.is_accepted | True |
| primary_location.is_published | False |
| primary_location.raw_source_name | |
| primary_location.landing_page_url | https://doi.org/10.22541/essoar.176280049.93675424/v1 |
| publication_date | 2025-11-10 |
| publication_year | 2025 |
| referenced_works_count | 0 |
| abstract_inverted_index | |
| cited_by_percentile_year | |
| countries_distinct_count | 4 |
| institutions_distinct_count | 10 |
| citation_normalized_percentile |