---
_id: '12207'
abstract:
- lang: eng
  text: Lakes represent a vital source of freshwater, accounting for 87% of the Earth’s
    accessible surface freshwater resources and providing a range of ecosystem services,
    including water for human consumption. As climate change continues to unfold,
    understanding the potential evaporative water losses from lakes becomes crucial
    for effective water management strategies. Here we investigate the impacts of
    climate change on the evaporation rates of 23 European lakes and reservoirs of
    varying size during the warm season (July–September). To assess the evaporation
    trends, we employ a 12-member ensemble of model projections, utilizing three one-dimensional
    process-based lake models. These lake models were driven by bias-corrected climate
    simulations from four General Circulation Models (GCMs), considering both a historical
    (1970–2005) and future (2006–2099) period. Our findings reveal a consistent projection
    of increased warm-season evaporation across all lakes this century, though the
    magnitude varies depending on specific factors. By the end of this century (2070–2099),
    we estimate a 21%, 30% and 42% average increase in evaporation rates in the studied
    European lakes under RCP (Representative Concentration Pathway) 2.6, 6.0 and 8.5,
    respectively. Moreover, future projections of the relationship between precipitation
    (P) and evaporation (E) in the studied lakes, suggest that P-E will decrease this
    century, likely leading to a deficit in the availability of surface water. The
    projected increases in evaporation rates underscore the significance of adapting
    strategic management approaches for European lakes to cope with the far-reaching
    consequences of climate change.
article_number: '173'
author:
- first_name: Sofia
  full_name: La Fuente, Sofia
  last_name: La Fuente
- first_name: Eleanor
  full_name: Jennings, Eleanor
  last_name: Jennings
- first_name: John D.
  full_name: Lenters, John D.
  last_name: Lenters
- first_name: Piet
  full_name: Verburg, Piet
  last_name: Verburg
- first_name: Georgiy
  full_name: Kirillin, Georgiy
  last_name: Kirillin
- first_name: Tom
  full_name: Shatwell, Tom
  id: '86424'
  last_name: Shatwell
  orcid: 0000-0002-4520-7916
- first_name: Raoul-Marie
  full_name: Couture, Raoul-Marie
  last_name: Couture
- first_name: Marianne
  full_name: Côté, Marianne
  last_name: Côté
- first_name: C. Love Råman
  full_name: Vinnå, C. Love Råman
  last_name: Vinnå
- first_name: R. Iestyn
  full_name: Woolway, R. Iestyn
  last_name: Woolway
citation:
  ama: La Fuente S, Jennings E, Lenters JD, et al. Increasing warm-season evaporation
    rates across European lakes under climate change. <i>Climatic Change</i>. 2024;177(12).
    doi:<a href="https://doi.org/10.1007/s10584-024-03830-2">10.1007/s10584-024-03830-2</a>
  apa: La Fuente, S., Jennings, E., Lenters, J. D., Verburg, P., Kirillin, G., Shatwell,
    T., Couture, R.-M., Côté, M., Vinnå, C. L. R., &#38; Woolway, R. I. (2024). Increasing
    warm-season evaporation rates across European lakes under climate change. <i>Climatic
    Change</i>, <i>177</i>(12), Article 173. <a href="https://doi.org/10.1007/s10584-024-03830-2">https://doi.org/10.1007/s10584-024-03830-2</a>
  bjps: <b>La Fuente S <i>et al.</i></b> (2024) Increasing Warm-Season Evaporation
    Rates across European Lakes under Climate Change. <i>Climatic Change</i> <b>177</b>.
  chicago: La Fuente, Sofia, Eleanor Jennings, John D. Lenters, Piet Verburg, Georgiy
    Kirillin, Tom Shatwell, Raoul-Marie Couture, Marianne Côté, C. Love Råman Vinnå,
    and R. Iestyn Woolway. “Increasing Warm-Season Evaporation Rates across European
    Lakes under Climate Change.” <i>Climatic Change</i> 177, no. 12 (2024). <a href="https://doi.org/10.1007/s10584-024-03830-2">https://doi.org/10.1007/s10584-024-03830-2</a>.
  chicago-de: La Fuente, Sofia, Eleanor Jennings, John D. Lenters, Piet Verburg, Georgiy
    Kirillin, Tom Shatwell, Raoul-Marie Couture, Marianne Côté, C. Love Råman Vinnå
    und R. Iestyn Woolway. 2024. Increasing warm-season evaporation rates across European
    lakes under climate change. <i>Climatic Change</i> 177, Nr. 12. doi:<a href="https://doi.org/10.1007/s10584-024-03830-2">10.1007/s10584-024-03830-2</a>,
    .
  din1505-2-1: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">La
    Fuente, Sofia</span> ; <span style="font-variant:small-caps;">Jennings, Eleanor</span>
    ; <span style="font-variant:small-caps;">Lenters, John D.</span> ; <span style="font-variant:small-caps;">Verburg,
    Piet</span> ; <span style="font-variant:small-caps;">Kirillin, Georgiy</span>
    ; <span style="font-variant:small-caps;">Shatwell, Tom</span> ; <span style="font-variant:small-caps;">Couture,
    Raoul-Marie</span> ; <span style="font-variant:small-caps;">Côté, Marianne</span>
    ; u. a.</span>: Increasing warm-season evaporation rates across European lakes
    under climate change. In: <i>Climatic Change</i> Bd. 177. Dordrecht [u.a.] , Springer
    (2024), Nr. 12'
  havard: S. La Fuente, E. Jennings, J.D. Lenters, P. Verburg, G. Kirillin, T. Shatwell,
    R.-M. Couture, M. Côté, C.L.R. Vinnå, R.I. Woolway, Increasing warm-season evaporation
    rates across European lakes under climate change, Climatic Change. 177 (2024).
  ieee: 'S. La Fuente <i>et al.</i>, “Increasing warm-season evaporation rates across
    European lakes under climate change,” <i>Climatic Change</i>, vol. 177, no. 12,
    Art. no. 173, 2024, doi: <a href="https://doi.org/10.1007/s10584-024-03830-2">10.1007/s10584-024-03830-2</a>.'
  mla: La Fuente, Sofia, et al. “Increasing Warm-Season Evaporation Rates across European
    Lakes under Climate Change.” <i>Climatic Change</i>, vol. 177, no. 12, 173, 2024,
    <a href="https://doi.org/10.1007/s10584-024-03830-2">https://doi.org/10.1007/s10584-024-03830-2</a>.
  short: S. La Fuente, E. Jennings, J.D. Lenters, P. Verburg, G. Kirillin, T. Shatwell,
    R.-M. Couture, M. Côté, C.L.R. Vinnå, R.I. Woolway, Climatic Change 177 (2024).
  ufg: '<b>La Fuente, Sofia u. a.</b>: Increasing warm-season evaporation rates across
    European lakes under climate change, in: <i>Climatic Change</i> 177 (2024), H.
    12.'
  van: La Fuente S, Jennings E, Lenters JD, Verburg P, Kirillin G, Shatwell T, et
    al. Increasing warm-season evaporation rates across European lakes under climate
    change. Climatic Change. 2024;177(12).
date_created: 2024-12-08T18:51:13Z
date_updated: 2025-06-25T13:08:30Z
department:
- _id: DEP8022
doi: 10.1007/s10584-024-03830-2
external_id:
  isi:
  - '001365861900001'
intvolume: '       177'
isi: '1'
issue: '12'
keyword:
- Multi-model
- Water availability
- Europe
- Ensemble
- Lake evaporation
- Latent heat flux
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1007/s10584-024-03830-2
oa: '1'
place: 'Dordrecht [u.a.] '
publication: Climatic Change
publication_identifier:
  eissn:
  - 1573-1480
  issn:
  - 0165-0009
publication_status: published
publisher: Springer
quality_controlled: '1'
status: public
title: Increasing warm-season evaporation rates across European lakes under climate
  change
type: scientific_journal_article
user_id: '83781'
volume: 177
year: '2024'
...
---
_id: '12209'
abstract:
- lang: eng
  text: 'Net ecosystem production (NEP) is an important indicator of lake ecosystem
    function and integrity. An earlier study, restricted to one geographical region,
    indicated that oxygen saturation levels (DO%) might be used to predict daily NEP
    in shallow lakes. To test the generality of the method, we used DO% data collected
    in a standardised pan-European mesocosm experiment with contrasting trophic states
    and water levels covering a large climate gradient (from Sweden to Turkey). We
    corroborated these data with process-based DO simulations. The NEP ~ DO% relation
    depended on factors influencing gas transfer: water depth and wind. The NEP ~ DO%
    relation per volume became weaker with increasing depth (1–2 m) but was independent
    of depth when area based. Simulations indicated that the marginalisation of the
    depth was sensitive to wind conditions. Trophic status, temperature and light
    showed no or only marginal (climate zone) effects (experimental data), while the
    simulations indicated influence of those factors under particular wind–depth conditions.
    We confirmed that when considering also wind and depth effects, midday DO% potentially
    provides reliable estimates of daily NEP. Therefore, historical monitoring data
    of DO% might be used to estimate NEP, and process-based oxygen models may be valuable
    tool therein. We encourage further tests.'
author:
- first_name: Yu
  full_name: Cao, Yu
  last_name: Cao
- first_name: Ulrike
  full_name: Scharfenberger, Ulrike
  last_name: Scharfenberger
- first_name: Tom
  full_name: Shatwell, Tom
  id: '86424'
  last_name: Shatwell
  orcid: 0000-0002-4520-7916
- first_name: Rita
  full_name: Adrian, Rita
  last_name: Adrian
- first_name: Helen
  full_name: Agasild, Helen
  last_name: Agasild
- first_name: David G.
  full_name: Angeler, David G.
  last_name: Angeler
- first_name: Meryem
  full_name: Beklioğlu, Meryem
  last_name: Beklioğlu
- first_name: Ayşe ldil
  full_name: Çakıroğlu, Ayşe ldil
  last_name: Çakıroğlu
- first_name: Josef
  full_name: Hejzlar, Josef
  last_name: Hejzlar
- first_name: Eva
  full_name: Papastergiadou, Eva
  last_name: Papastergiadou
- first_name: Michal
  full_name: Šorf, Michal
  last_name: Šorf
- first_name: Kostas
  full_name: Stefanidis, Kostas
  last_name: Stefanidis
- first_name: Martin
  full_name: Søndergaard, Martin
  last_name: Søndergaard
- first_name: Priit
  full_name: Zingel, Priit
  last_name: Zingel
- first_name: Erik
  full_name: Jeppesen, Erik
  last_name: Jeppesen
citation:
  ama: 'Cao Y, Scharfenberger U, Shatwell T, et al. Predicting daily net ecosystem
    production in shallow lakes from dissolved oxygen saturation levels: a pan-European
    mesocosm experiment and modelling approach. <i>Hydrobiologia : acta hydrobiologica,
    hydrographica, limnologica et protistologica </i>. 2024;852(2):471-487. doi:<a
    href="https://doi.org/10.1007/s10750-024-05714-z">10.1007/s10750-024-05714-z</a>'
  apa: 'Cao, Y., Scharfenberger, U., Shatwell, T., Adrian, R., Agasild, H., Angeler,
    D. G., Beklioğlu, M., Çakıroğlu, A. ldil, Hejzlar, J., Papastergiadou, E., Šorf,
    M., Stefanidis, K., Søndergaard, M., Zingel, P., &#38; Jeppesen, E. (2024). Predicting
    daily net ecosystem production in shallow lakes from dissolved oxygen saturation
    levels: a pan-European mesocosm experiment and modelling approach. <i>Hydrobiologia :
    Acta Hydrobiologica, Hydrographica, Limnologica et Protistologica </i>, <i>852</i>(2),
    471–487. <a href="https://doi.org/10.1007/s10750-024-05714-z">https://doi.org/10.1007/s10750-024-05714-z</a>'
  bjps: '<b>Cao Y <i>et al.</i></b> (2024) Predicting Daily Net Ecosystem Production
    in Shallow Lakes from Dissolved Oxygen Saturation Levels: A Pan-European Mesocosm
    Experiment and Modelling Approach. <i>Hydrobiologia : acta hydrobiologica, hydrographica,
    limnologica et protistologica </i> <b>852</b>, 471–487.'
  chicago: 'Cao, Yu, Ulrike Scharfenberger, Tom Shatwell, Rita Adrian, Helen Agasild,
    David G. Angeler, Meryem Beklioğlu, et al. “Predicting Daily Net Ecosystem Production
    in Shallow Lakes from Dissolved Oxygen Saturation Levels: A Pan-European Mesocosm
    Experiment and Modelling Approach.” <i>Hydrobiologia : Acta Hydrobiologica, Hydrographica,
    Limnologica et Protistologica </i> 852, no. 2 (2024): 471–87. <a href="https://doi.org/10.1007/s10750-024-05714-z">https://doi.org/10.1007/s10750-024-05714-z</a>.'
  chicago-de: 'Cao, Yu, Ulrike Scharfenberger, Tom Shatwell, Rita Adrian, Helen Agasild,
    David G. Angeler, Meryem Beklioğlu, u. a. 2024. Predicting daily net ecosystem
    production in shallow lakes from dissolved oxygen saturation levels: a pan-European
    mesocosm experiment and modelling approach. <i>Hydrobiologia : acta hydrobiologica,
    hydrographica, limnologica et protistologica </i> 852, Nr. 2: 471–487. doi:<a
    href="https://doi.org/10.1007/s10750-024-05714-z">10.1007/s10750-024-05714-z</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Cao,
    Yu</span> ; <span style="font-variant:small-caps;">Scharfenberger, Ulrike</span>
    ; <span style="font-variant:small-caps;">Shatwell, Tom</span> ; <span style="font-variant:small-caps;">Adrian,
    Rita</span> ; <span style="font-variant:small-caps;">Agasild, Helen</span> ; <span
    style="font-variant:small-caps;">Angeler, David G.</span> ; <span style="font-variant:small-caps;">Beklioğlu,
    Meryem</span> ; <span style="font-variant:small-caps;">Çakıroğlu, Ayşe ldil</span>
    ; u. a.</span>: Predicting daily net ecosystem production in shallow lakes from
    dissolved oxygen saturation levels: a pan-European mesocosm experiment and modelling
    approach. In: <i>Hydrobiologia : acta hydrobiologica, hydrographica, limnologica
    et protistologica </i> Bd. 852. Dordrecht [u.a.], Springer (2024), Nr. 2, S. 471–487'
  havard: 'Y. Cao, U. Scharfenberger, T. Shatwell, R. Adrian, H. Agasild, D.G. Angeler,
    M. Beklioğlu, A. ldil Çakıroğlu, J. Hejzlar, E. Papastergiadou, M. Šorf, K. Stefanidis,
    M. Søndergaard, P. Zingel, E. Jeppesen, Predicting daily net ecosystem production
    in shallow lakes from dissolved oxygen saturation levels: a pan-European mesocosm
    experiment and modelling approach, Hydrobiologia : Acta Hydrobiologica, Hydrographica,
    Limnologica et Protistologica . 852 (2024) 471–487.'
  ieee: 'Y. Cao <i>et al.</i>, “Predicting daily net ecosystem production in shallow
    lakes from dissolved oxygen saturation levels: a pan-European mesocosm experiment
    and modelling approach,” <i>Hydrobiologia : acta hydrobiologica, hydrographica,
    limnologica et protistologica </i>, vol. 852, no. 2, pp. 471–487, 2024, doi: <a
    href="https://doi.org/10.1007/s10750-024-05714-z">10.1007/s10750-024-05714-z</a>.'
  mla: 'Cao, Yu, et al. “Predicting Daily Net Ecosystem Production in Shallow Lakes
    from Dissolved Oxygen Saturation Levels: A Pan-European Mesocosm Experiment and
    Modelling Approach.” <i>Hydrobiologia : Acta Hydrobiologica, Hydrographica, Limnologica
    et Protistologica </i>, vol. 852, no. 2, 2024, pp. 471–87, <a href="https://doi.org/10.1007/s10750-024-05714-z">https://doi.org/10.1007/s10750-024-05714-z</a>.'
  short: 'Y. Cao, U. Scharfenberger, T. Shatwell, R. Adrian, H. Agasild, D.G. Angeler,
    M. Beklioğlu, A. ldil Çakıroğlu, J. Hejzlar, E. Papastergiadou, M. Šorf, K. Stefanidis,
    M. Søndergaard, P. Zingel, E. Jeppesen, Hydrobiologia : Acta Hydrobiologica, Hydrographica,
    Limnologica et Protistologica  852 (2024) 471–487.'
  ufg: '<b>Cao, Yu u. a.</b>: Predicting daily net ecosystem production in shallow
    lakes from dissolved oxygen saturation levels: a pan-European mesocosm experiment
    and modelling approach, in: <i>Hydrobiologia : acta hydrobiologica, hydrographica,
    limnologica et protistologica </i> 852 (2024), H. 2,  S. 471–487.'
  van: 'Cao Y, Scharfenberger U, Shatwell T, Adrian R, Agasild H, Angeler DG, et al.
    Predicting daily net ecosystem production in shallow lakes from dissolved oxygen
    saturation levels: a pan-European mesocosm experiment and modelling approach.
    Hydrobiologia : acta hydrobiologica, hydrographica, limnologica et protistologica
    . 2024;852(2):471–87.'
date_created: 2024-12-08T18:59:09Z
date_updated: 2025-06-24T14:10:28Z
department:
- _id: DEP8022
doi: 10.1007/s10750-024-05714-z
external_id:
  isi:
  - '001351975400001'
intvolume: '       852'
isi: '1'
issue: '2'
keyword:
- Metabolism
- Simple models
- Process-based models
- Cross-system analyses
language:
- iso: eng
page: 471-487
place: Dordrecht [u.a.]
publication: 'Hydrobiologia : acta hydrobiologica, hydrographica, limnologica et protistologica '
publication_identifier:
  eissn:
  - 1573-5117
  issn:
  - 0018-8158
publication_status: published
publisher: Springer
quality_controlled: '1'
status: public
title: 'Predicting daily net ecosystem production in shallow lakes from dissolved
  oxygen saturation levels: a pan-European mesocosm experiment and modelling approach'
type: scientific_journal_article
user_id: '83781'
volume: 852
year: '2024'
...
---
_id: '12211'
abstract:
- lang: eng
  text: Aquatic ecosystems are threatened by eutrophication from nutrient pollution.
    In lakes, eutrophication causes a plethora of deleterious effects, such as harmful
    algal blooms, fish kills and increased methane emissions. However, lake-specific
    responses to nutrient changes are highly variable, complicating eutrophication
    management. These lake-specific responses could result from short-term stochastic
    drivers overshadowing lake-independent, long-term relationships between phytoplankton
    and nutrients. Here, we show that strong stoichiometric long-term relationships
    exist between nutrients and chlorophyll a (Chla) for 5-year simple moving averages
    (SMA, median R² = 0.87) along a gradient of total nitrogen to total phosphorus
    (TN:TP) ratios. These stoichiometric relationships are consistent across 159 shallow
    lakes (defined as average depth < 6 m) from a cross-continental, open-access database.
    We calculate 5-year SMA residuals to assess short-term variability and find substantial
    short-term Chla variation which is weakly related to nutrient concentrations (median
    R² = 0.12). With shallow lakes representing 89% of the world’s lakes, the identified
    stoichiometric long-term relationships can globally improve quantitative nutrient
    management in both lakes and their catchments through a nutrient-ratio-based strategy.
article_number: '809'
author:
- first_name: Daniel
  full_name: Graeber, Daniel
  last_name: Graeber
- first_name: Mark J.
  full_name: McCarthy, Mark J.
  last_name: McCarthy
- first_name: Tom
  full_name: Shatwell, Tom
  id: '86424'
  last_name: Shatwell
  orcid: 0000-0002-4520-7916
- first_name: Dietrich
  full_name: Borchardt, Dietrich
  last_name: Borchardt
- first_name: Erik
  full_name: Jeppesen, Erik
  last_name: Jeppesen
- first_name: Martin
  full_name: Søndergaard, Martin
  last_name: Søndergaard
- first_name: Torben L.
  full_name: Lauridsen, Torben L.
  last_name: Lauridsen
- first_name: Thomas A.
  full_name: Davidson, Thomas A.
  last_name: Davidson
citation:
  ama: Graeber D, McCarthy MJ, Shatwell T, et al. Consistent stoichiometric long-term
    relationships between nutrients and chlorophyll-a across shallow lakes. <i>Nature
    Communications</i>. 2024;15(1). doi:<a href="https://doi.org/10.1038/s41467-024-45115-3">10.1038/s41467-024-45115-3</a>
  apa: Graeber, D., McCarthy, M. J., Shatwell, T., Borchardt, D., Jeppesen, E., Søndergaard,
    M., Lauridsen, T. L., &#38; Davidson, T. A. (2024). Consistent stoichiometric
    long-term relationships between nutrients and chlorophyll-a across shallow lakes.
    <i>Nature Communications</i>, <i>15</i>(1), Article 809. <a href="https://doi.org/10.1038/s41467-024-45115-3">https://doi.org/10.1038/s41467-024-45115-3</a>
  bjps: <b>Graeber D <i>et al.</i></b> (2024) Consistent Stoichiometric Long-Term
    Relationships between Nutrients and Chlorophyll-a across Shallow Lakes. <i>Nature
    Communications</i> <b>15</b>.
  chicago: Graeber, Daniel, Mark J. McCarthy, Tom Shatwell, Dietrich Borchardt, Erik
    Jeppesen, Martin Søndergaard, Torben L. Lauridsen, and Thomas A. Davidson. “Consistent
    Stoichiometric Long-Term Relationships between Nutrients and Chlorophyll-a across
    Shallow Lakes.” <i>Nature Communications</i> 15, no. 1 (2024). <a href="https://doi.org/10.1038/s41467-024-45115-3">https://doi.org/10.1038/s41467-024-45115-3</a>.
  chicago-de: Graeber, Daniel, Mark J. McCarthy, Tom Shatwell, Dietrich Borchardt,
    Erik Jeppesen, Martin Søndergaard, Torben L. Lauridsen und Thomas A. Davidson.
    2024. Consistent stoichiometric long-term relationships between nutrients and
    chlorophyll-a across shallow lakes. <i>Nature Communications</i> 15, Nr. 1. doi:<a
    href="https://doi.org/10.1038/s41467-024-45115-3">10.1038/s41467-024-45115-3</a>,
    .
  din1505-2-1: '<span style="font-variant:small-caps;">Graeber, Daniel</span> ; <span
    style="font-variant:small-caps;">McCarthy, Mark J.</span> ; <span style="font-variant:small-caps;">Shatwell,
    Tom</span> ; <span style="font-variant:small-caps;">Borchardt, Dietrich</span>
    ; <span style="font-variant:small-caps;">Jeppesen, Erik</span> ; <span style="font-variant:small-caps;">Søndergaard,
    Martin</span> ; <span style="font-variant:small-caps;">Lauridsen, Torben L.</span>
    ; <span style="font-variant:small-caps;">Davidson, Thomas A.</span>: Consistent
    stoichiometric long-term relationships between nutrients and chlorophyll-a across
    shallow lakes. In: <i>Nature Communications</i> Bd. 15. London, Springer Nature
    (2024), Nr. 1'
  havard: D. Graeber, M.J. McCarthy, T. Shatwell, D. Borchardt, E. Jeppesen, M. Søndergaard,
    T.L. Lauridsen, T.A. Davidson, Consistent stoichiometric long-term relationships
    between nutrients and chlorophyll-a across shallow lakes, Nature Communications.
    15 (2024).
  ieee: 'D. Graeber <i>et al.</i>, “Consistent stoichiometric long-term relationships
    between nutrients and chlorophyll-a across shallow lakes,” <i>Nature Communications</i>,
    vol. 15, no. 1, Art. no. 809, 2024, doi: <a href="https://doi.org/10.1038/s41467-024-45115-3">10.1038/s41467-024-45115-3</a>.'
  mla: Graeber, Daniel, et al. “Consistent Stoichiometric Long-Term Relationships
    between Nutrients and Chlorophyll-a across Shallow Lakes.” <i>Nature Communications</i>,
    vol. 15, no. 1, 809, 2024, <a href="https://doi.org/10.1038/s41467-024-45115-3">https://doi.org/10.1038/s41467-024-45115-3</a>.
  short: D. Graeber, M.J. McCarthy, T. Shatwell, D. Borchardt, E. Jeppesen, M. Søndergaard,
    T.L. Lauridsen, T.A. Davidson, Nature Communications 15 (2024).
  ufg: '<b>Graeber, Daniel u. a.</b>: Consistent stoichiometric long-term relationships
    between nutrients and chlorophyll-a across shallow lakes, in: <i>Nature Communications</i>
    15 (2024), H. 1.'
  van: Graeber D, McCarthy MJ, Shatwell T, Borchardt D, Jeppesen E, Søndergaard M,
    et al. Consistent stoichiometric long-term relationships between nutrients and
    chlorophyll-a across shallow lakes. Nature Communications. 2024;15(1).
date_created: 2024-12-08T19:36:35Z
date_updated: 2024-12-11T14:09:26Z
department:
- _id: DEP8022
doi: 10.1038/s41467-024-45115-3
extern: '1'
intvolume: '        15'
issue: '1'
language:
- iso: eng
place: London
publication: Nature Communications
publication_identifier:
  eissn:
  - 2041-1723
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
status: public
title: Consistent stoichiometric long-term relationships between nutrients and chlorophyll-a
  across shallow lakes
type: scientific_journal_article
user_id: '83781'
volume: 15
year: '2024'
...
---
_id: '12212'
abstract:
- lang: eng
  text: Water quality and hypoxia in lakes and reservoirs are strongly associated
    with water renewal. Yet vertical water exchange is still not fully understood
    and challenging to evaluate in highly dynamic systems. Here, we applied a scaling
    approach using the vertical timescale, vertical water age (VWA), defined as time
    since a water parcel last touched the water surface. We established a 3D hydrodynamic-based
    age model to quantify the vertical water renewal in Xiangxi Bay, a tributary bay
    of the Three Gorges Dam. The integrated effects of hydrodynamic processes like
    stratification, intruding density currents from the mainstream, and upstream inflow
    on the vertical renewal were accounted for. Results indicated that the spatial–temporal
    distribution of VWA in Xiangxi Bay depended on stratification and forms of intruding
    density currents. Age was large in spring and summer, and small in autumn and
    winter, reaching a maximum of 25 days in April. The vertical water renewal was
    faster during bottom intrusions from the mainstream than during middle and surface
    intrusions. At times, the epilimnion contained old water due to circulations,
    and the hypolimnion contained young water due to upstream flushing. In contrast
    to natural lakes, the bottom water was often younger than overlying intermediate
    waters. This demonstrated that mixed layer depth was insufficient to fully capture
    the vertical exchange in riverine systems with significant surface/bottom intrusion.
    The findings suggested VWA as a quantitative measure of vertical water transport
    in highly dynamic systems and its usability for environmental water management.
article_number: '130701'
author:
- first_name: Bo
  full_name: Gai, Bo
  last_name: Gai
- first_name: Bertram
  full_name: Boehrer, Bertram
  last_name: Boehrer
- first_name: Jian
  full_name: Sun, Jian
  last_name: Sun
- first_name: Yuanyi
  full_name: Li, Yuanyi
  last_name: Li
- first_name: Binliang
  full_name: Lin, Binliang
  last_name: Lin
- first_name: Tom
  full_name: Shatwell, Tom
  id: '86424'
  last_name: Shatwell
  orcid: 0000-0002-4520-7916
citation:
  ama: Gai B, Boehrer B, Sun J, Li Y, Lin B, Shatwell T. Vertical water age and water
    renewal in a large riverine reservoir. <i>Journal of Hydrology</i>. 2024;631(3).
    doi:<a href="https://doi.org/10.1016/j.jhydrol.2024.130701">10.1016/j.jhydrol.2024.130701</a>
  apa: Gai, B., Boehrer, B., Sun, J., Li, Y., Lin, B., &#38; Shatwell, T. (2024).
    Vertical water age and water renewal in a large riverine reservoir. <i>Journal
    of Hydrology</i>, <i>631</i>(3), Article 130701. <a href="https://doi.org/10.1016/j.jhydrol.2024.130701">https://doi.org/10.1016/j.jhydrol.2024.130701</a>
  bjps: <b>Gai B <i>et al.</i></b> (2024) Vertical Water Age and Water Renewal in
    a Large Riverine Reservoir. <i>Journal of Hydrology</i> <b>631</b>.
  chicago: Gai, Bo, Bertram Boehrer, Jian Sun, Yuanyi Li, Binliang Lin, and Tom Shatwell.
    “Vertical Water Age and Water Renewal in a Large Riverine Reservoir.” <i>Journal
    of Hydrology</i> 631, no. 3 (2024). <a href="https://doi.org/10.1016/j.jhydrol.2024.130701">https://doi.org/10.1016/j.jhydrol.2024.130701</a>.
  chicago-de: Gai, Bo, Bertram Boehrer, Jian Sun, Yuanyi Li, Binliang Lin und Tom
    Shatwell. 2024. Vertical water age and water renewal in a large riverine reservoir.
    <i>Journal of Hydrology</i> 631, Nr. 3. doi:<a href="https://doi.org/10.1016/j.jhydrol.2024.130701">10.1016/j.jhydrol.2024.130701</a>,
    .
  din1505-2-1: '<span style="font-variant:small-caps;">Gai, Bo</span> ; <span style="font-variant:small-caps;">Boehrer,
    Bertram</span> ; <span style="font-variant:small-caps;">Sun, Jian</span> ; <span
    style="font-variant:small-caps;">Li, Yuanyi</span> ; <span style="font-variant:small-caps;">Lin,
    Binliang</span> ; <span style="font-variant:small-caps;">Shatwell, Tom</span>:
    Vertical water age and water renewal in a large riverine reservoir. In: <i>Journal
    of Hydrology</i> Bd. 631. Amsterdam, Elsevier BV (2024), Nr. 3'
  havard: B. Gai, B. Boehrer, J. Sun, Y. Li, B. Lin, T. Shatwell, Vertical water age
    and water renewal in a large riverine reservoir, Journal of Hydrology. 631 (2024).
  ieee: 'B. Gai, B. Boehrer, J. Sun, Y. Li, B. Lin, and T. Shatwell, “Vertical water
    age and water renewal in a large riverine reservoir,” <i>Journal of Hydrology</i>,
    vol. 631, no. 3, Art. no. 130701, 2024, doi: <a href="https://doi.org/10.1016/j.jhydrol.2024.130701">10.1016/j.jhydrol.2024.130701</a>.'
  mla: Gai, Bo, et al. “Vertical Water Age and Water Renewal in a Large Riverine Reservoir.”
    <i>Journal of Hydrology</i>, vol. 631, no. 3, 130701, 2024, <a href="https://doi.org/10.1016/j.jhydrol.2024.130701">https://doi.org/10.1016/j.jhydrol.2024.130701</a>.
  short: B. Gai, B. Boehrer, J. Sun, Y. Li, B. Lin, T. Shatwell, Journal of Hydrology
    631 (2024).
  ufg: '<b>Gai, Bo u. a.</b>: Vertical water age and water renewal in a large riverine
    reservoir, in: <i>Journal of Hydrology</i> 631 (2024), H. 3.'
  van: Gai B, Boehrer B, Sun J, Li Y, Lin B, Shatwell T. Vertical water age and water
    renewal in a large riverine reservoir. Journal of Hydrology. 2024;631(3).
date_created: 2024-12-08T19:37:43Z
date_updated: 2024-12-11T14:03:33Z
department:
- _id: DEP8022
doi: 10.1016/j.jhydrol.2024.130701
extern: '1'
intvolume: '       631'
issue: '3'
keyword:
- Vertical water renewal
- Water age
- Thermal stratification
- Hypoxia
- 3D hydrodynamic-based age model
- Water environmental management
language:
- iso: eng
place: Amsterdam
publication: Journal of Hydrology
publication_identifier:
  eissn:
  - 1879-2707
  issn:
  - 0022-1694
publication_status: published
publisher: Elsevier BV
quality_controlled: '1'
status: public
title: Vertical water age and water renewal in a large riverine reservoir
type: scientific_journal_article
user_id: '83781'
volume: 631
year: '2024'
...
---
_id: '12213'
abstract:
- lang: eng
  text: Within freshwater networks, lakes and reservoirs are reactors that modify
    nutrient dynamics. Their functioning is based on an interplay of hydrological
    and biogeochemical processes, rendering them vulnerable to climate change. Future
    changes in catchment characteristics are likely to alter the timing and magnitude
    of nutrient concentrations in discharge. This study investigated the impact of
    changing variability of nutrient concentrations on lake and reservoir dynamics.
    We examined intraannual nutrient retention and analyzed the role of reservoirs
    in reconfiguring the variability of nutrients. Utilizing the 1D lake model GOTM-WET,
    we simulated nutrient processing in a mesotrophic reservoir. Further, we performed
    scenario simulations by modifying the variability of inflow nitrogen and phosphorus
    concentrations. Our findings indicate that the reservoir removed ∼4% and ∼12%
    of total nitrogen (TN) and total phosphorus (TP), respectively. Particulate fractions
    were retained efficiently, but there was a net export of dissolved organic fractions.
    Regarding mixing and stratification periods, however, we observed net nitrogen
    export during stratification in certain years. During stratification, outflow
    concentration variability remained relatively unchanged for TN and TP compared
    to inflow concentrations. Conversely, phosphate and nitrate concentration variability
    increased in the outflow because of in-lake assimilation and the influence of
    hydrological events. With increasing inflow concentration variability during stratification,
    there was decreased removal of TN and TP by the reservoir, but increased variability
    of concentration. By evaluating the lake's capacity to attenuate variability of
    nutrient inflows under altered conditions, there are opportunities to improve
    monitoring of nutrient export and evaluate the potential impact of nutrient peaks
    on downstream drinking water resources and ecosystems.
author:
- first_name: Maria
  full_name: Determann, Maria
  last_name: Determann
- first_name: Andreas
  full_name: Musolff, Andreas
  last_name: Musolff
- first_name: Marieke A.
  full_name: Frassl, Marieke A.
  last_name: Frassl
- first_name: Karsten
  full_name: Rinke, Karsten
  last_name: Rinke
- first_name: Tom
  full_name: Shatwell, Tom
  id: '86424'
  last_name: Shatwell
  orcid: 0000-0002-4520-7916
citation:
  ama: 'Determann M, Musolff A, Frassl MA, Rinke K, Shatwell T. Nutrient retention
    in a small reservoir under changed variability of inflow nutrient concentration.
    <i>Inland waters : journal of the International Society of Limnology</i>. 2024;13(4):560-575.
    doi:<a href="https://doi.org/10.1080/20442041.2024.2305105">10.1080/20442041.2024.2305105</a>'
  apa: 'Determann, M., Musolff, A., Frassl, M. A., Rinke, K., &#38; Shatwell, T. (2024).
    Nutrient retention in a small reservoir under changed variability of inflow nutrient
    concentration. <i>Inland Waters : Journal of the International Society of Limnology</i>,
    <i>13</i>(4), 560–575. <a href="https://doi.org/10.1080/20442041.2024.2305105">https://doi.org/10.1080/20442041.2024.2305105</a>'
  bjps: '<b>Determann M <i>et al.</i></b> (2024) Nutrient Retention in a Small Reservoir
    under Changed Variability of Inflow Nutrient Concentration. <i>Inland waters :
    journal of the International Society of Limnology</i> <b>13</b>, 560–575.'
  chicago: 'Determann, Maria, Andreas Musolff, Marieke A. Frassl, Karsten Rinke, and
    Tom Shatwell. “Nutrient Retention in a Small Reservoir under Changed Variability
    of Inflow Nutrient Concentration.” <i>Inland Waters : Journal of the International
    Society of Limnology</i> 13, no. 4 (2024): 560–75. <a href="https://doi.org/10.1080/20442041.2024.2305105">https://doi.org/10.1080/20442041.2024.2305105</a>.'
  chicago-de: 'Determann, Maria, Andreas Musolff, Marieke A. Frassl, Karsten Rinke
    und Tom Shatwell. 2024. Nutrient retention in a small reservoir under changed
    variability of inflow nutrient concentration. <i>Inland waters : journal of the
    International Society of Limnology</i> 13, Nr. 4: 560–575. doi:<a href="https://doi.org/10.1080/20442041.2024.2305105">10.1080/20442041.2024.2305105</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Determann, Maria</span> ; <span
    style="font-variant:small-caps;">Musolff, Andreas</span> ; <span style="font-variant:small-caps;">Frassl,
    Marieke A.</span> ; <span style="font-variant:small-caps;">Rinke, Karsten</span>
    ; <span style="font-variant:small-caps;">Shatwell, Tom</span>: Nutrient retention
    in a small reservoir under changed variability of inflow nutrient concentration.
    In: <i>Inland waters : journal of the International Society of Limnology</i> Bd.
    13. Ambleside , Freshwater Biological Association (2024), Nr. 4, S. 560–575'
  havard: 'M. Determann, A. Musolff, M.A. Frassl, K. Rinke, T. Shatwell, Nutrient
    retention in a small reservoir under changed variability of inflow nutrient concentration,
    Inland Waters : Journal of the International Society of Limnology. 13 (2024) 560–575.'
  ieee: 'M. Determann, A. Musolff, M. A. Frassl, K. Rinke, and T. Shatwell, “Nutrient
    retention in a small reservoir under changed variability of inflow nutrient concentration,”
    <i>Inland waters : journal of the International Society of Limnology</i>, vol.
    13, no. 4, pp. 560–575, 2024, doi: <a href="https://doi.org/10.1080/20442041.2024.2305105">10.1080/20442041.2024.2305105</a>.'
  mla: 'Determann, Maria, et al. “Nutrient Retention in a Small Reservoir under Changed
    Variability of Inflow Nutrient Concentration.” <i>Inland Waters : Journal of the
    International Society of Limnology</i>, vol. 13, no. 4, 2024, pp. 560–75, <a href="https://doi.org/10.1080/20442041.2024.2305105">https://doi.org/10.1080/20442041.2024.2305105</a>.'
  short: 'M. Determann, A. Musolff, M.A. Frassl, K. Rinke, T. Shatwell, Inland Waters :
    Journal of the International Society of Limnology 13 (2024) 560–575.'
  ufg: '<b>Determann, Maria u. a.</b>: Nutrient retention in a small reservoir under
    changed variability of inflow nutrient concentration, in: <i>Inland waters : journal
    of the International Society of Limnology</i> 13 (2024), H. 4,  S. 560–575.'
  van: 'Determann M, Musolff A, Frassl MA, Rinke K, Shatwell T. Nutrient retention
    in a small reservoir under changed variability of inflow nutrient concentration.
    Inland waters : journal of the International Society of Limnology. 2024;13(4):560–75.'
date_created: 2024-12-08T19:40:16Z
date_updated: 2024-12-11T13:57:10Z
department:
- _id: DEP8022
doi: 10.1080/20442041.2024.2305105
extern: '1'
intvolume: '        13'
issue: '4'
keyword:
- catchment–lake interaction
- concentration variability
- GOTM-WET
- lake nutrient export
- reservoir biogeochemistry
language:
- iso: eng
page: 560-575
place: 'Ambleside '
publication: 'Inland waters : journal of the International Society of Limnology'
publication_identifier:
  eissn:
  - 2044-205X
  issn:
  - 2044-2041
publication_status: published
publisher: Freshwater Biological Association
quality_controlled: '1'
status: public
title: Nutrient retention in a small reservoir under changed variability of inflow
  nutrient concentration
type: scientific_journal_article
user_id: '83781'
volume: 13
year: '2024'
...
---
_id: '12215'
abstract:
- lang: eng
  text: Water-level reduction frequently occurs in deep reservoirs, but its effect
    on dissolved oxygen concentration is not well understood. In this study we used
    a well-established water quality model to illustrate effects of water level dynamics
    on oxygen concentration in Rappbode Reservoir, Germany. We then systematically
    elucidated the potential of selective withdrawal to control hypoxia under changing
    water levels. Our results documented a gradual decrease of hypolimnetic oxygen
    concentration under decreasing water level, and hypoxia occurred when the initial
    level was lower than 410 m a.s.l (71 m relative to the reservoir bottom). We also
    suggested that changes of hypoxic region, under increasing hypolimnetic withdrawal
    discharge, followed a unimodal trajectory with the maximum hypoxic area projected
    under the discharge between 3 m3/sec and 4 m3/sec. Besides, our results illustrated
    the extent of hypoxia was most effectively inhibited if the withdrawal strategy
    was applied at the end of stratification with the outlet elevation at the deepest
    part of the reservoir. Moreover, hypoxia can be totally avoided under a hybrid
    elevation withdrawal strategy using surface withdrawal during early and mid stratification,
    and deep withdrawal at the end of stratification. We further confirmed the decisive
    role of thermal structure in the formation of hypoxia under water-level reduction
    and withdrawal strategies. We believe the conclusions from this study can be applied
    to many deep waters in the temperate zone, and the results should guide stakeholders
    to mitigate negative impacts of hypoxia on aquatic ecosystems.
author:
- first_name: Chenxi
  full_name: Mi, Chenxi
  last_name: Mi
- first_name: Karsten
  full_name: Rinke, Karsten
  last_name: Rinke
- first_name: Tom
  full_name: Shatwell, Tom
  id: '86424'
  last_name: Shatwell
  orcid: 0000-0002-4520-7916
citation:
  ama: Mi C, Rinke K, Shatwell T. Optimizing selective withdrawal strategies to mitigate
    hypoxia under water-level reduction in Germany’s largest drinking water reservoir.
    <i>Journal of Environmental Sciences</i>. 2024;146(12):127-139. doi:<a href="https://doi.org/10.1016/j.jes.2023.06.025">10.1016/j.jes.2023.06.025</a>
  apa: Mi, C., Rinke, K., &#38; Shatwell, T. (2024). Optimizing selective withdrawal
    strategies to mitigate hypoxia under water-level reduction in Germany’s largest
    drinking water reservoir. <i>Journal of Environmental Sciences</i>, <i>146</i>(12),
    127–139. <a href="https://doi.org/10.1016/j.jes.2023.06.025">https://doi.org/10.1016/j.jes.2023.06.025</a>
  bjps: <b>Mi C, Rinke K and Shatwell T</b> (2024) Optimizing Selective Withdrawal
    Strategies to Mitigate Hypoxia under Water-Level Reduction in Germany’s Largest
    Drinking Water Reservoir. <i>Journal of Environmental Sciences</i> <b>146</b>,
    127–139.
  chicago: 'Mi, Chenxi, Karsten Rinke, and Tom Shatwell. “Optimizing Selective Withdrawal
    Strategies to Mitigate Hypoxia under Water-Level Reduction in Germany’s Largest
    Drinking Water Reservoir.” <i>Journal of Environmental Sciences</i> 146, no. 12
    (2024): 127–39. <a href="https://doi.org/10.1016/j.jes.2023.06.025">https://doi.org/10.1016/j.jes.2023.06.025</a>.'
  chicago-de: 'Mi, Chenxi, Karsten Rinke und Tom Shatwell. 2024. Optimizing selective
    withdrawal strategies to mitigate hypoxia under water-level reduction in Germany’s
    largest drinking water reservoir. <i>Journal of Environmental Sciences</i> 146,
    Nr. 12: 127–139. doi:<a href="https://doi.org/10.1016/j.jes.2023.06.025">10.1016/j.jes.2023.06.025</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Mi, Chenxi</span> ; <span style="font-variant:small-caps;">Rinke,
    Karsten</span> ; <span style="font-variant:small-caps;">Shatwell, Tom</span>:
    Optimizing selective withdrawal strategies to mitigate hypoxia under water-level
    reduction in Germany’s largest drinking water reservoir. In: <i>Journal of Environmental
    Sciences</i> Bd. 146. Amsterdam, Elsevier BV (2024), Nr. 12, S. 127–139'
  havard: C. Mi, K. Rinke, T. Shatwell, Optimizing selective withdrawal strategies
    to mitigate hypoxia under water-level reduction in Germany’s largest drinking
    water reservoir, Journal of Environmental Sciences. 146 (2024) 127–139.
  ieee: 'C. Mi, K. Rinke, and T. Shatwell, “Optimizing selective withdrawal strategies
    to mitigate hypoxia under water-level reduction in Germany’s largest drinking
    water reservoir,” <i>Journal of Environmental Sciences</i>, vol. 146, no. 12,
    pp. 127–139, 2024, doi: <a href="https://doi.org/10.1016/j.jes.2023.06.025">10.1016/j.jes.2023.06.025</a>.'
  mla: Mi, Chenxi, et al. “Optimizing Selective Withdrawal Strategies to Mitigate
    Hypoxia under Water-Level Reduction in Germany’s Largest Drinking Water Reservoir.”
    <i>Journal of Environmental Sciences</i>, vol. 146, no. 12, 2024, pp. 127–39,
    <a href="https://doi.org/10.1016/j.jes.2023.06.025">https://doi.org/10.1016/j.jes.2023.06.025</a>.
  short: C. Mi, K. Rinke, T. Shatwell, Journal of Environmental Sciences 146 (2024)
    127–139.
  ufg: '<b>Mi, Chenxi/Rinke, Karsten/Shatwell, Tom</b>: Optimizing selective withdrawal
    strategies to mitigate hypoxia under water-level reduction in Germany’s largest
    drinking water reservoir, in: <i>Journal of Environmental Sciences</i> 146 (2024),
    H. 12,  S. 127–139.'
  van: Mi C, Rinke K, Shatwell T. Optimizing selective withdrawal strategies to mitigate
    hypoxia under water-level reduction in Germany’s largest drinking water reservoir.
    Journal of Environmental Sciences. 2024;146(12):127–39.
date_created: 2024-12-08T19:42:28Z
date_updated: 2024-12-11T13:49:18Z
department:
- _id: DEP8022
doi: 10.1016/j.jes.2023.06.025
intvolume: '       146'
issue: '12'
keyword:
- Hypoxia
- Water-level reduction
- Hypolimnetic water withdrawal
- Stratification phenology
- Water quality simulation
- Sediment oxygen demand
language:
- iso: eng
page: 127-139
place: Amsterdam
publication: Journal of Environmental Sciences
publication_identifier:
  eissn:
  - 1878-7320
  issn:
  - 1001-0742
publication_status: published
publisher: Elsevier BV
quality_controlled: '1'
status: public
title: Optimizing selective withdrawal strategies to mitigate hypoxia under water-level
  reduction in Germany's largest drinking water reservoir
type: scientific_journal_article
user_id: '83781'
volume: 146
year: '2024'
...
---
_id: '13816'
abstract:
- lang: eng
  text: The dataset comprises six image sections of one genuine and two counterfeit
    banknote-like specimens. The images were captured at 1200dpi and the sections
    are each 256x256 pixels in size. The genuine banknote specimen was produced with
    Intaglio printing and the counterfeits with offset printing processes of varying
    quality. There are 150 instances for each of the six image sections, with 50 samples
    of each of the three classes available, so in total almost 900 images are provided.
author:
- first_name: Julian
  full_name: Knaup, Julian
  id: '79206'
  last_name: Knaup
- first_name: Christoph-Alexander
  full_name: Holst, Christoph-Alexander
  id: '64782'
  last_name: Holst
- first_name: Volker
  full_name: Lohweg, Volker
  id: '1804'
  last_name: Lohweg
  orcid: 0000-0002-3325-7887
citation:
  ama: Knaup J, Holst CA, Lohweg V. <i>Banknote Authentication Based on Intaglio Print</i>.
    Zenodo; 2024. doi:<a href="https://doi.org/10.5281/ZENODO.11119014">10.5281/ZENODO.11119014</a>
  apa: Knaup, J., Holst, C.-A., &#38; Lohweg, V. (2024). <i>Banknote Authentication
    based on Intaglio print</i>. Zenodo. <a href="https://doi.org/10.5281/ZENODO.11119014">https://doi.org/10.5281/ZENODO.11119014</a>
  bjps: <b>Knaup J, Holst C-A and Lohweg V</b> (2024) <i>Banknote Authentication Based
    on Intaglio Print</i>. Zenodo.
  chicago: Knaup, Julian, Christoph-Alexander Holst, and Volker Lohweg. <i>Banknote
    Authentication Based on Intaglio Print</i>. Zenodo, 2024. <a href="https://doi.org/10.5281/ZENODO.11119014">https://doi.org/10.5281/ZENODO.11119014</a>.
  chicago-de: Knaup, Julian, Christoph-Alexander Holst und Volker Lohweg. 2024. <i>Banknote
    Authentication based on Intaglio print</i>. Zenodo. doi:<a href="https://doi.org/10.5281/ZENODO.11119014">10.5281/ZENODO.11119014</a>,
    .
  din1505-2-1: '<span style="font-variant:small-caps;">Knaup, Julian</span> ; <span
    style="font-variant:small-caps;">Holst, Christoph-Alexander</span> ; <span style="font-variant:small-caps;">Lohweg,
    Volker</span>: <i>Banknote Authentication based on Intaglio print</i> : Zenodo,
    2024'
  havard: J. Knaup, C.-A. Holst, V. Lohweg, Banknote Authentication based on Intaglio
    print, Zenodo, 2024.
  ieee: 'J. Knaup, C.-A. Holst, and V. Lohweg, <i>Banknote Authentication based on
    Intaglio print</i>. Zenodo, 2024. doi: <a href="https://doi.org/10.5281/ZENODO.11119014">10.5281/ZENODO.11119014</a>.'
  mla: Knaup, Julian, et al. <i>Banknote Authentication Based on Intaglio Print</i>.
    Zenodo, 2024, <a href="https://doi.org/10.5281/ZENODO.11119014">https://doi.org/10.5281/ZENODO.11119014</a>.
  short: J. Knaup, C.-A. Holst, V. Lohweg, Banknote Authentication Based on Intaglio
    Print, Zenodo, 2024.
  ufg: '<b>Knaup, Julian/Holst, Christoph-Alexander/Lohweg, Volker</b>: Banknote Authentication
    based on Intaglio print, o. O. 2024.'
  van: Knaup J, Holst CA, Lohweg V. Banknote Authentication based on Intaglio print.
    Zenodo; 2024.
date_created: 2026-06-15T13:11:49Z
date_updated: 2026-06-15T13:15:35Z
department:
- _id: DEP5023
doi: 10.5281/ZENODO.11119014
publisher: Zenodo
status: public
title: Banknote Authentication based on Intaglio print
type: research_data
user_id: '83781'
year: '2024'
...
---
_id: '13824'
abstract:
- lang: eng
  text: "\r\n\r\nThis dataset provides synthetic training data for the real-world
    industrial application of terminal strip object detection to investigate the sim-to-real
    generalization performance of modern object detectors based on state-of-the-art
    image synthesis methods. It consists of 30.000 randomly generated synthetic images
    of terminal strips covering 36 different terminal blocks in five colors and additional
    accessories such as plug-in bridges, test adapters, end covers and markings. Except
    from the markings and the DIN rail all objects of the terminal strips are labeled
    with a bounding box and the respective object class for supervised learning. Additionally,
    300 real images of terminal strips were taken and manually labeled for the real-world
    test.\r\n\r\nIf you use this datset for your research, please consider citing
    this: Investigation of the Impact of Synthetic Training Data in the Industrial
    Application of Terminal Strip Object Detection\r\n"
author:
- first_name: Nico
  full_name: Baumgart, Nico
  id: '88090'
  last_name: Baumgart
- first_name: Markus
  full_name: Lange-Hegermann, Markus
  id: '71761'
  last_name: Lange-Hegermann
- first_name: Mike
  full_name: Mücke, Mike
  last_name: Mücke
citation:
  ama: Baumgart N, Lange-Hegermann M, Mücke M. <i>Synthetic Training Dataset for Real-World
    Terminal Strip Object Detection</i>. Zenodo; 2024. doi:<a href="https://doi.org/10.5281/ZENODO.16080102">10.5281/ZENODO.16080102</a>
  apa: Baumgart, N., Lange-Hegermann, M., &#38; Mücke, M. (2024). <i>Synthetic Training
    Dataset for Real-World Terminal Strip Object Detection</i>. Zenodo. <a href="https://doi.org/10.5281/ZENODO.16080102">https://doi.org/10.5281/ZENODO.16080102</a>
  bjps: <b>Baumgart N, Lange-Hegermann M and Mücke M</b> (2024) <i>Synthetic Training
    Dataset for Real-World Terminal Strip Object Detection</i>. Zenodo.
  chicago: Baumgart, Nico, Markus Lange-Hegermann, and Mike Mücke. <i>Synthetic Training
    Dataset for Real-World Terminal Strip Object Detection</i>. Zenodo, 2024. <a href="https://doi.org/10.5281/ZENODO.16080102">https://doi.org/10.5281/ZENODO.16080102</a>.
  chicago-de: Baumgart, Nico, Markus Lange-Hegermann und Mike Mücke. 2024. <i>Synthetic
    Training Dataset for Real-World Terminal Strip Object Detection</i>. Zenodo. doi:<a
    href="https://doi.org/10.5281/ZENODO.16080102">10.5281/ZENODO.16080102</a>, .
  din1505-2-1: '<span style="font-variant:small-caps;">Baumgart, Nico</span> ; <span
    style="font-variant:small-caps;">Lange-Hegermann, Markus</span> ; <span style="font-variant:small-caps;">Mücke,
    Mike</span>: <i>Synthetic Training Dataset for Real-World Terminal Strip Object
    Detection</i> : Zenodo, 2024'
  havard: N. Baumgart, M. Lange-Hegermann, M. Mücke, Synthetic Training Dataset for
    Real-World Terminal Strip Object Detection, Zenodo, 2024.
  ieee: 'N. Baumgart, M. Lange-Hegermann, and M. Mücke, <i>Synthetic Training Dataset
    for Real-World Terminal Strip Object Detection</i>. Zenodo, 2024. doi: <a href="https://doi.org/10.5281/ZENODO.16080102">10.5281/ZENODO.16080102</a>.'
  mla: Baumgart, Nico, et al. <i>Synthetic Training Dataset for Real-World Terminal
    Strip Object Detection</i>. Zenodo, 2024, <a href="https://doi.org/10.5281/ZENODO.16080102">https://doi.org/10.5281/ZENODO.16080102</a>.
  short: N. Baumgart, M. Lange-Hegermann, M. Mücke, Synthetic Training Dataset for
    Real-World Terminal Strip Object Detection, Zenodo, 2024.
  ufg: '<b>Baumgart, Nico/Lange-Hegermann, Markus/Mücke, Mike</b>: Synthetic Training
    Dataset for Real-World Terminal Strip Object Detection, o. O. 2024.'
  van: Baumgart N, Lange-Hegermann M, Mücke M. Synthetic Training Dataset for Real-World
    Terminal Strip Object Detection. Zenodo; 2024.
date_created: 2026-06-16T14:07:26Z
date_updated: 2026-06-16T14:11:28Z
department:
- _id: DEP5015
doi: 10.5281/ZENODO.16080102
keyword:
- Object Detection
- Image Synthesis
- Domain Randomization
- Domain Gap
- Terminal Strip
publisher: Zenodo
status: public
title: Synthetic Training Dataset for Real-World Terminal Strip Object Detection
type: research_data
user_id: '83781'
year: '2024'
...
