Articles | Volume 18, issue 11
https://doi.org/10.5194/bg-18-3309-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/bg-18-3309-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
04 Jun 2021
Research article |
| 04 Jun 2021
| 04 Jun 2021
Does drought advance the onset of autumn leaf senescence in temperate deciduous forest trees?
Bertold Mariën
CORRESPONDING AUTHOR
PLECO (Plants and Ecosystems), Department of Biology, University of
Antwerp, 2160 Wilrijk, Belgium
Inge Dox
PLECO (Plants and Ecosystems), Department of Biology, University of
Antwerp, 2160 Wilrijk, Belgium
Hans J. De Boeck
PLECO (Plants and Ecosystems), Department of Biology, University of
Antwerp, 2160 Wilrijk, Belgium
Patrick Willems
Hydraulics Division, KU Leuven, Kasteelpark Arenberg 40, 3001 Leuven,
Belgium
Sebastien Leys
PLECO (Plants and Ecosystems), Department of Biology, University of
Antwerp, 2160 Wilrijk, Belgium
Dimitri Papadimitriou
IDLab (Internet Data Lab), Department of Mathematics and Computer
Science, University of Antwerp, 2000 Antwerp, Belgium
Matteo Campioli
PLECO (Plants and Ecosystems), Department of Biology, University of
Antwerp, 2160 Wilrijk, Belgium
Related authors
No articles found.
Jayson Gabriel Pinza, Ona-Abeni Devos Stoffels, Robrecht Debbaut, Jan Staes, Jan Vanderborght, Patrick Willems, and Sarah Garré
EGUsphere, https://doi.org/10.5194/egusphere-2025-1166, https://doi.org/10.5194/egusphere-2025-1166, 2025
This preprint is open for discussion and under review for SOIL (SOIL).
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We can use hydrological models to estimate how water is allocated in soils with compaction. However, compaction can also affect how much plants can grow in the field. Here, we show that when we consider this affected plant growth in our sandy soil compaction model, the resulting water allocation can change a lot. Thus, to get more reliable model results, we should know the plant growth (above and below the ground) in the field and include them in the models.
Łukasz Gruss, Patrick Willems, Paweł Tomczyk, Jaroslav Pollert Jr., Jaroslav Pollert Sr., Christoph Märtner, Stanisław Czaban, and Mirosław Wiatkowski
EGUsphere, https://doi.org/10.5194/egusphere-2025-860, https://doi.org/10.5194/egusphere-2025-860, 2025
This preprint is open for discussion and under review for Hydrology and Earth System Sciences (HESS).
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A new extension of the generalized extreme value distribution, namely the dual gamma generalized extreme value distribution developed by Nascimento, Bourguignony, and Leão (2016), displays superior performance in fitting most samples and is sensitive to trends, especially under non-stationary conditions such as climate change.
Tim Busker, Daniela Rodriguez Castro, Sergiy Vorogushyn, Jaap Kwadijk, Davide Zoccatelli, Rafaella Loureiro, Heather J. Murdock, Laurent Pfister, Benjamin Dewals, Kymo Slager, Annegret H. Thieken, Jan Verkade, Patrick Willems, and Jeroen C. J. H. Aerts
EGUsphere, https://doi.org/10.5194/egusphere-2025-828, https://doi.org/10.5194/egusphere-2025-828, 2025
This preprint is open for discussion and under review for Natural Hazards and Earth System Sciences (NHESS).
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In July 2021, the Netherlands, Luxembourg, Germany, and Belgium were hit by an extreme flood event with over 200 fatalities. Our study provides, for the first time, critical insights into the operational flood early-warning systems in this entire region. Based on 13 expert interviews, we conclude that the systems strongly improved in all countries. Interviewees stressed the need for operational impact-based forecasts, but emphasized that its operational implementation is challenging.
Veit Blauhut, Michael Stoelzle, Lauri Ahopelto, Manuela I. Brunner, Claudia Teutschbein, Doris E. Wendt, Vytautas Akstinas, Sigrid J. Bakke, Lucy J. Barker, Lenka Bartošová, Agrita Briede, Carmelo Cammalleri, Ksenija Cindrić Kalin, Lucia De Stefano, Miriam Fendeková, David C. Finger, Marijke Huysmans, Mirjana Ivanov, Jaak Jaagus, Jiří Jakubínský, Svitlana Krakovska, Gregor Laaha, Monika Lakatos, Kiril Manevski, Mathias Neumann Andersen, Nina Nikolova, Marzena Osuch, Pieter van Oel, Kalina Radeva, Renata J. Romanowicz, Elena Toth, Mirek Trnka, Marko Urošev, Julia Urquijo Reguera, Eric Sauquet, Aleksandra Stevkov, Lena M. Tallaksen, Iryna Trofimova, Anne F. Van Loon, Michelle T. H. van Vliet, Jean-Philippe Vidal, Niko Wanders, Micha Werner, Patrick Willems, and Nenad Živković
Nat. Hazards Earth Syst. Sci., 22, 2201–2217, https://doi.org/10.5194/nhess-22-2201-2022, https://doi.org/10.5194/nhess-22-2201-2022, 2022
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Recent drought events caused enormous damage in Europe. We therefore questioned the existence and effect of current drought management strategies on the actual impacts and how drought is perceived by relevant stakeholders. Over 700 participants from 28 European countries provided insights into drought hazard and impact perception and current management strategies. The study concludes with an urgent need to collectively combat drought risk via a European macro-level drought governance approach.
Karen Gabriels, Patrick Willems, and Jos Van Orshoven
Nat. Hazards Earth Syst. Sci., 22, 395–410, https://doi.org/10.5194/nhess-22-395-2022, https://doi.org/10.5194/nhess-22-395-2022, 2022
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As land use influences hydrological processes (e.g., forests have a high water retention and infiltration capacity), it also impacts floods downstream in the river system. This paper demonstrates an approach quantifying the impact of land use changes on economic flood damages: damages in an initial situation are quantified and compared to damages of simulated floods associated with a land use change scenario. This approach can be used as an explorative tool in sustainable flood risk management.
Hossein Tabari, Santiago Mendoza Paz, Daan Buekenhout, and Patrick Willems
Hydrol. Earth Syst. Sci., 25, 3493–3517, https://doi.org/10.5194/hess-25-3493-2021, https://doi.org/10.5194/hess-25-3493-2021, 2021
Laurène J. E. Bouaziz, Fabrizio Fenicia, Guillaume Thirel, Tanja de Boer-Euser, Joost Buitink, Claudia C. Brauer, Jan De Niel, Benjamin J. Dewals, Gilles Drogue, Benjamin Grelier, Lieke A. Melsen, Sotirios Moustakas, Jiri Nossent, Fernando Pereira, Eric Sprokkereef, Jasper Stam, Albrecht H. Weerts, Patrick Willems, Hubert H. G. Savenije, and Markus Hrachowitz
Hydrol. Earth Syst. Sci., 25, 1069–1095, https://doi.org/10.5194/hess-25-1069-2021, https://doi.org/10.5194/hess-25-1069-2021, 2021
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We quantify the differences in internal states and fluxes of 12 process-based models with similar streamflow performance and assess their plausibility using remotely sensed estimates of evaporation, snow cover, soil moisture and total storage anomalies. The dissimilarities in internal process representation imply that these models cannot all simultaneously be close to reality. Therefore, we invite modelers to evaluate their models using multiple variables and to rely on multi-model studies.
Benjamin Campforts, Veerle Vanacker, Frédéric Herman, Matthias Vanmaercke, Wolfgang Schwanghart, Gustavo E. Tenorio, Patrick Willems, and Gerard Govers
Earth Surf. Dynam., 8, 447–470, https://doi.org/10.5194/esurf-8-447-2020, https://doi.org/10.5194/esurf-8-447-2020, 2020
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In this contribution, we explore the spatial determinants of bedrock river incision in the tropical Andes. The model results illustrate the problem of confounding between climatic and lithological variables, such as rock strength. Incorporating rock strength explicitly into river incision models strongly improves the explanatory power of all tested models and enables us to clarify the role of rainfall variability in controlling river incision rates.
Els Van Uytven, Jan De Niel, and Patrick Willems
Hydrol. Earth Syst. Sci., 24, 2671–2686, https://doi.org/10.5194/hess-24-2671-2020, https://doi.org/10.5194/hess-24-2671-2020, 2020
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In recent years many methods have been developed for the statistical downscaling of climate model outputs. Each statistical downscaling method has strengths and limitations, but those are rarely evaluated. This paper illustrates an approach to evaluating the skill of statistical downscaling methods for the specific purpose of impact analysis in hydrology.
Syed M. Touhidul Mustafa, M. Moudud Hasan, Ajoy Kumar Saha, Rahena Parvin Rannu, Els Van Uytven, Patrick Willems, and Marijke Huysmans
Hydrol. Earth Syst. Sci., 23, 2279–2303, https://doi.org/10.5194/hess-23-2279-2019, https://doi.org/10.5194/hess-23-2279-2019, 2019
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This study evaluates the effect of conceptual hydro(geo)logical model (CHM) structure, climate change and groundwater abstraction on future groundwater-level prediction uncertainty. If the current groundwater abstraction trend continues, groundwater level is predicted to decline quickly. Groundwater abstraction in NW Bangladesh should decrease by 60 % to ensure sustainable use. Abstraction scenarios are the dominant uncertainty source, followed by CHM uncertainty and climate model uncertainty.
Jan De Niel and Patrick Willems
Hydrol. Earth Syst. Sci., 23, 871–882, https://doi.org/10.5194/hess-23-871-2019, https://doi.org/10.5194/hess-23-871-2019, 2019
Nevil Quinn, Günter Blöschl, András Bárdossy, Attilio Castellarin, Martyn Clark, Christophe Cudennec, Demetris Koutsoyiannis, Upmanu Lall, Lubomir Lichner, Juraj Parajka, Christa D. Peters-Lidard, Graham Sander, Hubert Savenije, Keith Smettem, Harry Vereecken, Alberto Viglione, Patrick Willems, Andy Wood, Ross Woods, Chong-Yu Xu, and Erwin Zehe
Proc. IAHS, 380, 3–8, https://doi.org/10.5194/piahs-380-3-2018, https://doi.org/10.5194/piahs-380-3-2018, 2018
Nevil Quinn, Günter Blöschl, András Bárdossy, Attilio Castellarin, Martyn Clark, Christophe Cudennec, Demetris Koutsoyiannis, Upmanu Lall, Lubomir Lichner, Juraj Parajka, Christa D. Peters-Lidard, Graham Sander, Hubert Savenije, Keith Smettem, Harry Vereecken, Alberto Viglione, Patrick Willems, Andy Wood, Ross Woods, Chong-Yu Xu, and Erwin Zehe
Hydrol. Earth Syst. Sci., 22, 5735–5739, https://doi.org/10.5194/hess-22-5735-2018, https://doi.org/10.5194/hess-22-5735-2018, 2018
Edouard Goudenhoofdt, Laurent Delobbe, and Patrick Willems
Hydrol. Earth Syst. Sci., 21, 5385–5399, https://doi.org/10.5194/hess-21-5385-2017, https://doi.org/10.5194/hess-21-5385-2017, 2017
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Knowing the characteristics of extreme precipitation is useful for flood management applications like sewer system design. The potential of a 12-year high-quality weather radar precipitation dataset is investigated by comparison with rain gauges. Despite known limitations, a good agreement is found between the radar and the rain gauges. Using the radar data allow us to reduce the uncertainty of the extreme value analysis, especially for short duration extremes related to thunderstorms.
Auguste Gires, Ioulia Tchiguirinskaia, Daniel Schertzer, Susana Ochoa-Rodriguez, Patrick Willems, Abdellah Ichiba, Li-Pen Wang, Rui Pina, Johan Van Assel, Guendalina Bruni, Damian Murla Tuyls, and Marie-Claire ten Veldhuis
Hydrol. Earth Syst. Sci., 21, 2361–2375, https://doi.org/10.5194/hess-21-2361-2017, https://doi.org/10.5194/hess-21-2361-2017, 2017
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Data from 10 urban or peri-urban catchments located in five EU countries are used to analyze the imperviousness distribution and sewer network geometry. Consistent scale invariant features are retrieved for both (fractal dimensions can be defined), which enables to define a level of urbanization. Imperviousness representation in operational model is also found to exhibit scale-invariant features (even multifractality). The research was carried out as part of the UE INTERREG IV RainGain project.
Tanja de Boer-Euser, Laurène Bouaziz, Jan De Niel, Claudia Brauer, Benjamin Dewals, Gilles Drogue, Fabrizio Fenicia, Benjamin Grelier, Jiri Nossent, Fernando Pereira, Hubert Savenije, Guillaume Thirel, and Patrick Willems
Hydrol. Earth Syst. Sci., 21, 423–440, https://doi.org/10.5194/hess-21-423-2017, https://doi.org/10.5194/hess-21-423-2017, 2017
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In this study, the rainfall–runoff models of eight international research groups were compared for a set of subcatchments of the Meuse basin to investigate the influence of certain model components on the modelled discharge. Although the models showed similar performances based on general metrics, clear differences could be observed for specific events. The differences during drier conditions could indeed be linked to differences in model structures.
Hossein Tabari, Rozemien De Troch, Olivier Giot, Rafiq Hamdi, Piet Termonia, Sajjad Saeed, Erwan Brisson, Nicole Van Lipzig, and Patrick Willems
Hydrol. Earth Syst. Sci., 20, 3843–3857, https://doi.org/10.5194/hess-20-3843-2016, https://doi.org/10.5194/hess-20-3843-2016, 2016
Jinfeng Chang, Philippe Ciais, Mario Herrero, Petr Havlik, Matteo Campioli, Xianzhou Zhang, Yongfei Bai, Nicolas Viovy, Joanna Joiner, Xuhui Wang, Shushi Peng, Chao Yue, Shilong Piao, Tao Wang, Didier A. Hauglustaine, Jean-Francois Soussana, Anna Peregon, Natalya Kosykh, and Nina Mironycheva-Tokareva
Biogeosciences, 13, 3757–3776, https://doi.org/10.5194/bg-13-3757-2016, https://doi.org/10.5194/bg-13-3757-2016, 2016
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We derived the global maps of grassland management intensity of 1901–2012, including the minimum area of managed grassland with fraction of mown/grazed part. These maps, to our knowledge for the first time, provide global, time-dependent information for drawing up global estimates of management impact on biomass production and yields and for global vegetation models to enable simulations of carbon stocks and GHG budgets beyond simple tuning of grassland productivities to account for management.
Vincent Wolfs, Quan Tran Quoc, and Patrick Willems
Proc. IAHS, 373, 1–6, https://doi.org/10.5194/piahs-373-1-2016, https://doi.org/10.5194/piahs-373-1-2016, 2016
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Water management is constantly evolving. Trends, such as population growth, urbanization and climate change, pose new challenges to water management. We developed a new and flexible modelling approach to generate very fast models of catchment hydrology, rivers and sewer systems that can be tailored to numerous applications in water management. To illustrate the developed framework, a case study of integrated hydrological-hydraulic modelling for the Grote Nete catchment in Belgium is elaborated.
C. Onyutha and P. Willems
Hydrol. Earth Syst. Sci. Discuss., https://doi.org/10.5194/hessd-12-12167-2015, https://doi.org/10.5194/hessd-12-12167-2015, 2015
Revised manuscript not accepted
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To investigate the possible change in catchment behavior, which may interfere with the flow-rainfall relationship, three rainfall-runoff models were applied to the main catchments of the Nile Basin in Africa based on inputs covering the period from 1940 to 2003. There was close agreement between the changes in the observed and simulated overland flow from all the models. Thus, change in catchment behavior due to anthropogenic influence in the Nile basin over the selected time period was minimal.
L.-P. Wang, S. Ochoa-Rodríguez, C. Onof, and P. Willems
Hydrol. Earth Syst. Sci., 19, 4001–4021, https://doi.org/10.5194/hess-19-4001-2015, https://doi.org/10.5194/hess-19-4001-2015, 2015
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A new methodology is proposed in this paper, focusing on improving the applicability of the operational weather radar data to urban hydrology with rain gauge data. The proposed methodology employed a simple yet effective technique to extract additional information (called local singularity structure) from radar data, which was generally ignored in related works. The associated improvement can be particularly seen in capturing storm peak magnitudes, which is critical for urban applications.
K. Naudts, J. Ryder, M. J. McGrath, J. Otto, Y. Chen, A. Valade, V. Bellasen, G. Berhongaray, G. Bönisch, M. Campioli, J. Ghattas, T. De Groote, V. Haverd, J. Kattge, N. MacBean, F. Maignan, P. Merilä, J. Penuelas, P. Peylin, B. Pinty, H. Pretzsch, E. D. Schulze, D. Solyga, N. Vuichard, Y. Yan, and S. Luyssaert
Geosci. Model Dev., 8, 2035–2065, https://doi.org/10.5194/gmd-8-2035-2015, https://doi.org/10.5194/gmd-8-2035-2015, 2015
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Despite the potential of forest management to mitigate climate change, none of today's predictions of future climate accounts for the impact of forest management. To address this gap in modelling capability, we developed and parametrised a land-surface model to simulate biogeochemical and biophysical effects of forest management. Comparison of model output against data showed an increased model performance in reproducing large-scale spatial patterns and inter-annual variability over Europe.
C. Onyutha and P. Willems
Hydrol. Earth Syst. Sci., 19, 2227–2246, https://doi.org/10.5194/hess-19-2227-2015, https://doi.org/10.5194/hess-19-2227-2015, 2015
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Variability of rainfall in the Nile Basin was found linked to the large-scale atmosphere-ocean interactions. This finding is vital for a number of water management and planning aspects. To give just one example, it may help in obtaining improved quantiles for flood or drought/water scarcity risk management. This is especially important under conditions of (1) questionable data quality, and (2) data scarcity. These conditions are typical of the Nile Basin and inevitably need to be addressed.
M. A. Sunyer, Y. Hundecha, D. Lawrence, H. Madsen, P. Willems, M. Martinkova, K. Vormoor, G. Bürger, M. Hanel, J. Kriaučiūnienė, A. Loukas, M. Osuch, and I. Yücel
Hydrol. Earth Syst. Sci., 19, 1827–1847, https://doi.org/10.5194/hess-19-1827-2015, https://doi.org/10.5194/hess-19-1827-2015, 2015
A. Ochoa, L. Pineda, P. Crespo, and P. Willems
Hydrol. Earth Syst. Sci., 18, 3179–3193, https://doi.org/10.5194/hess-18-3179-2014, https://doi.org/10.5194/hess-18-3179-2014, 2014
D. Vrebos, T. Vansteenkiste, J. Staes, P. Willems, and P. Meire
Hydrol. Earth Syst. Sci., 18, 1119–1136, https://doi.org/10.5194/hess-18-1119-2014, https://doi.org/10.5194/hess-18-1119-2014, 2014
D. E. Mora, L. Campozano, F. Cisneros, G. Wyseure, and P. Willems
Hydrol. Earth Syst. Sci., 18, 631–648, https://doi.org/10.5194/hess-18-631-2014, https://doi.org/10.5194/hess-18-631-2014, 2014
M. T. Taye and P. Willems
Hydrol. Earth Syst. Sci. Discuss., https://doi.org/10.5194/hessd-10-7857-2013, https://doi.org/10.5194/hessd-10-7857-2013, 2013
Revised manuscript not accepted
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The effectiveness of agricultural carbon dioxide removal using the University of Victoria Earth System Climate Model
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Selecting allometric equations to estimate forest biomass from plot- rather than individual-level predictive performance
Impact of winter warming on CO2 fluxes in evergreen needleleaf forests
Effects of pH/pCO2 fluctuations on photosynthesis and fatty acid composition of two marine diatoms, with reference to consequences of coastal acidification
Long-term impacts of global temperature stabilization and overshoot on exploited marine species
Modelling ozone-induced changes in wheat amino acids and protein quality using a process-based crop model
Toward more robust net primary production projections in the North Atlantic Ocean
Assessment framework to predict sensitivity of marine calcifiers to ocean alkalinity enhancement – identification of biological thresholds and importance of precautionary principle
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The biological and preformed carbon pumps in perpetually slower and warmer oceans
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Disentangling future effects of climate change and forest disturbance on vegetation composition and land-surface properties of the boreal forest
The effect of forest cover changes on the regional climate conditions in Europe during the period 1986–2015
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Spatiotemporal heterogeneity in the increase in ocean acidity extremes in the northeastern Pacific
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The response of wildfire regimes to Last Glacial Maximum carbon dioxide and climate
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Burned area and carbon emissions across northwestern boreal North America from 2001–2019
Quantifying land carbon cycle feedbacks under negative CO2 emissions
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Rebecca Chloe Evans and H. Damon Matthews
Biogeosciences, 22, 1969–1984, https://doi.org/10.5194/bg-22-1969-2025, https://doi.org/10.5194/bg-22-1969-2025, 2025
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To mitigate our impact on the climate, we must both drastically reduce emissions and perform carbon dioxide removal (CDR). We simulated agriculture as a form of CDR under three future climate scenarios to find out how the climate responds to CDR when the carbon is not permanently stored. We found that agricultural CDR is much more effective at reducing global temperatures if done in a low-emissions scenario and at a high rate, and it becomes less effective as removal continues.
Tomohiro Hajima, Michio Kawamiya, Akihiko Ito, Kaoru Tachiiri, Chris D. Jones, Vivek Arora, Victor Brovkin, Roland Séférian, Spencer Liddicoat, Pierre Friedlingstein, and Elena Shevliakova
Biogeosciences, 22, 1447–1473, https://doi.org/10.5194/bg-22-1447-2025, https://doi.org/10.5194/bg-22-1447-2025, 2025
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This study analyzes atmospheric CO2 concentrations and global carbon budgets simulated by multiple Earth system models, using several types of simulations (CO2 concentration- and emission-driven experiments). We successfully identified problems with regard to the global carbon budget in each model. We also found urgent issues with regard to land use change CO2 emissions that should be solved in the latest generation of models.
Nicolas Picard, Noël Fonton, Faustin Boyemba Bosela, Adeline Fayolle, Joël Loumeto, Gabriel Ngua Ayecaba, Bonaventure Sonké, Olga Diane Yongo Bombo, Hervé Martial Maïdou, and Alfred Ngomanda
Biogeosciences, 22, 1413–1426, https://doi.org/10.5194/bg-22-1413-2025, https://doi.org/10.5194/bg-22-1413-2025, 2025
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Allometric equations predict tree biomass and are crucial for estimating forest carbon storage, thus assessing the role of forests in climate change mitigation. Usually, these equations are selected based on tree-level predictive performance. However, we evaluated the model performance at plot and forest levels, finding it varies with plot size. This has significant implications for reducing uncertainty in biomass estimates at these levels.
Mana Gharun, Ankit Shekhar, Lukas Hörtnagl, Luana Krebs, Nicola Arriga, Mirco Migliavacca, Marilyn Roland, Bert Gielen, Leonardo Montagnani, Enrico Tomelleri, Ladislav Šigut, Matthias Peichl, Peng Zhao, Marius Schmidt, Thomas Grünwald, Mika Korkiakoski, Annalea Lohila, and Nina Buchmann
Biogeosciences, 22, 1393–1411, https://doi.org/10.5194/bg-22-1393-2025, https://doi.org/10.5194/bg-22-1393-2025, 2025
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The effect of winter warming on forest CO2 fluxes has rarely been investigated. We tested the effect of the warm winter of 2020 on the forest CO2 fluxes across 14 sites in Europe and found that the net ecosystem productivity (NEP) across most sites declined during the warm winter due to increased respiration fluxes.
Yu Shang, Jingmin Qiu, Yuxi Weng, Xin Wang, Di Zhang, Yuwei Zhou, Juntian Xu, and Futian Li
Biogeosciences, 22, 1203–1214, https://doi.org/10.5194/bg-22-1203-2025, https://doi.org/10.5194/bg-22-1203-2025, 2025
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Research on the influences of dynamic pH on the marine ecosystem is still in its infancy. We manipulated the culturing pH to simulate pH fluctuation and found lower pH could increase eicosapentaenoic acid and docosahexaenoic acid production with unaltered growth and photosynthesis in two marine diatoms. It is important to consider pH variation for more accurate predictions regarding the consequences of acidification in coastal waters.
Anne L. Morée, Fabrice Lacroix, William W. L. Cheung, and Thomas L. Frölicher
Biogeosciences, 22, 1115–1133, https://doi.org/10.5194/bg-22-1115-2025, https://doi.org/10.5194/bg-22-1115-2025, 2025
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Using novel Earth system model simulations and applying the Aerobic Growth Index, we show that only about half of the habitat loss for marine species is realized when temperature stabilization is initially reached. The maximum habitat loss happens over a century after peak warming in a temperature overshoot scenario peaking at 2 °C before stabilizing at 1.5 °C. We also emphasize that species adaptation may be key in mitigating the long-term impacts of temperature stabilization and overshoot.
Jo Cook, Durgesh Singh Yadav, Felicity Hayes, Nathan Booth, Sam Bland, Pritha Pande, Samarthia Thankappan, and Lisa Emberson
Biogeosciences, 22, 1035–1056, https://doi.org/10.5194/bg-22-1035-2025, https://doi.org/10.5194/bg-22-1035-2025, 2025
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Ozone (O3) pollution reduces wheat yields and quality in India, affecting amino acids essential for nutrition, like lysine and methionine. Here, we improve the DO3SE-CropN model to simulate wheat’s protective processes against O3 and their impact on protein and amino acid concentrations. While the model captures O3-induced yield losses, it underestimates amino acid reductions. Further research is needed to refine the model, enabling future risk assessments of O3's impact on yields and nutrition.
Stéphane Doléac, Marina Lévy, Roy El Hourany, and Laurent Bopp
Biogeosciences, 22, 841–862, https://doi.org/10.5194/bg-22-841-2025, https://doi.org/10.5194/bg-22-841-2025, 2025
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The marine biogeochemistry components of Coupled Model Intercomparison Project phase 6 (CMIP6) models vary widely in their process representations. Using an innovative bioregionalization of the North Atlantic, we reveal that this model diversity largely drives the divergence in net primary production projections under a high-emission scenario. The identification of the most mechanistically realistic models allows for a substantial reduction in projection uncertainty.
Nina Bednaršek, Hanna van de Mortel, Greg Pelletier, Marisol García-Reyes, Richard A. Feely, and Andrew G. Dickson
Biogeosciences, 22, 473–498, https://doi.org/10.5194/bg-22-473-2025, https://doi.org/10.5194/bg-22-473-2025, 2025
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The environmental impacts of ocean alkalinity enhancement (OAE) are unknown. Our synthesis, based on 68 collected studies with 84 unique species, shows that 35 % of species respond positively, 26 % respond negatively, and 39 % show a neutral response to alkalinity addition. Biological thresholds were found from 50 to 500 µmol kg−1 NaOH addition. A precautionary approach is warranted to avoid potential risks, while current regulatory framework needs improvements to assure safe biological limits.
Luna J. J. Geerts, Astrid Hylén, and Filip J. R. Meysman
Biogeosciences, 22, 355–384, https://doi.org/10.5194/bg-22-355-2025, https://doi.org/10.5194/bg-22-355-2025, 2025
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Marine enhanced rock weathering (mERW) with olivine is a promising method for capturing CO2 from the atmosphere, yet studies in field conditions are lacking. We bridge the gap between theoretical studies and the real-world environment by estimating the predictability of mERW parameters and identifying aspects to consider when applying mERW. A major source of uncertainty is the lack of experimental studies with sediment, which can heavily influence the speed and efficiency of CO2 drawdown.
Christian Blair Lewis, Rachel Corran, Sara Mikaloff-Fletcher, Erik Behrens, Rowena Moss, Gordon Brailsford, Andrew Lorrey, Margaret Norris, and Jocelyn Turnbull
EGUsphere, https://doi.org/10.5194/egusphere-2024-4107, https://doi.org/10.5194/egusphere-2024-4107, 2025
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The Southern Ocean carbon sink is a balance between two opposing forces: CO2 absorption at mid-latitudes and CO2 outgassing at high-latitudes. Radiocarbon analysis can be used to constrain the latter, as upwelling waters outgas old CO2, diluting atmospheric radiocarbon content. We present tree-ring radiocarbon measurements from New Zealand and Chile. We show that low radiocarbon in New Zealand’s Campbell Island is linked to outgassing in the critical Antarctic Southern Zone.
Philipp Suessle, Jan Taucher, Silvan Urs Goldenberg, Moritz Baumann, Kristian Spilling, Andrea Noche-Ferreira, Mari Vanharanta, and Ulf Riebesell
Biogeosciences, 22, 71–86, https://doi.org/10.5194/bg-22-71-2025, https://doi.org/10.5194/bg-22-71-2025, 2025
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Ocean alkalinity enhancement (OAE) is a negative emission technology which may alter marine communities and the particle export they drive. Here, impacts of carbonate-based OAE on the flux and attenuation of sinking particles in an oligotrophic plankton community are presented. Whilst biological parameters remained unaffected, abiotic carbonate precipitation occurred. Among counteracting OAE’s efficiency, it influenced mineral ballasting and particle sinking velocities, requiring monitoring.
Thuy Huu Nguyen, Thomas Gaiser, Jan Vanderborght, Andrea Schnepf, Felix Bauer, Anja Klotzsche, Lena Lärm, Hubert Hüging, and Frank Ewert
Biogeosciences, 21, 5495–5515, https://doi.org/10.5194/bg-21-5495-2024, https://doi.org/10.5194/bg-21-5495-2024, 2024
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Leaf water potential was at certain thresholds, depending on soil type, water treatment, and weather conditions. In rainfed plots, the lower water availability in the stony soil resulted in fewer roots with a higher root tissue conductance than the silty soil. In the silty soil, higher stress in the rainfed soil led to more roots with a lower root tissue conductance than in the irrigated plot. Crop responses to water stress can be opposite, depending on soil water conditions that are compared.
Mana Gharun, Ankit Shekhar, Jingfeng Xiao, Xing Li, and Nina Buchmann
Biogeosciences, 21, 5481–5494, https://doi.org/10.5194/bg-21-5481-2024, https://doi.org/10.5194/bg-21-5481-2024, 2024
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In 2022, Europe's forests faced unprecedented dry conditions. Our study aimed to understand how different forest types respond to extreme drought. Using meteorological data and satellite imagery, we compared 2022 with two previous extreme years, 2003 and 2018. Despite less severe drought in 2022, forests showed a 30 % greater decline in photosynthesis compared to 2018 and 60 % more than 2003. This suggests an alarming level of vulnerability of forests across Europe to more frequent droughts.
Qi Zheng, Johannes J. Viljoen, Xuerong Sun, and Robert J. W. Brewin
EGUsphere, https://doi.org/10.5194/egusphere-2024-3502, https://doi.org/10.5194/egusphere-2024-3502, 2024
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Phytoplankton contribute to half of Earth’s primary production, but not a lot is known about subsurface phytoplankton, living at the base of the sunlit ocean. We develop a two-layered box model to simulate phytoplankton seasonal and interannual variations in different depth layers of the ocean. Our model captures seasonal and long-term trends of the two layers, explaining how they respond to a warming ocean, furthering our understanding of how phytoplankton are responding to climate change.
Makcim L. De Sisto and Andrew H. MacDougall
Biogeosciences, 21, 4853–4873, https://doi.org/10.5194/bg-21-4853-2024, https://doi.org/10.5194/bg-21-4853-2024, 2024
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The remaining carbon budget (RCB) represents the allowable future CO2 emissions before a temperature target is reached. Understanding the uncertainty in the RCB is critical for effective climate regulation and policy-making. One major source of uncertainty is the representation of the carbon cycle in Earth system models. We assessed how nutrient limitation affects the estimation of the RCB. We found a reduction in the estimated RCB when nutrient limitation is taken into account.
Outi Kinnunen, Leif Backman, Juha Aalto, Tuula Aalto, and Tiina Markkanen
Biogeosciences, 21, 4739–4763, https://doi.org/10.5194/bg-21-4739-2024, https://doi.org/10.5194/bg-21-4739-2024, 2024
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Climate change is expected to increase the risk of forest fires. Ecosystem process model simulations are used to project changes in fire occurrence in Fennoscandia under six climate projections. The findings suggest a longer fire season, more fires, and an increase in burnt area towards the end of the century.
Jo Cook, Clare Brewster, Felicity Hayes, Nathan Booth, Sam Bland, Pritha Pande, Samarthia Thankappan, Håkan Pleijel, and Lisa Emberson
Biogeosciences, 21, 4809–4835, https://doi.org/10.5194/bg-21-4809-2024, https://doi.org/10.5194/bg-21-4809-2024, 2024
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At ground level, the air pollutant ozone (O3) damages wheat yield and quality. We modified the DO3SE-Crop model to simulate O3 effects on wheat quality and identified onset of leaf death as the key process affecting wheat quality upon O3 exposure. This aligns with expectations, as the onset of leaf death aids nutrient transfer from leaves to grains. Breeders should prioritize wheat varieties resistant to protein loss from delayed leaf death, to maintain yield and quality under O3 exposure.
Niels Suitner, Giulia Faucher, Carl Lim, Julieta Schneider, Charly A. Moras, Ulf Riebesell, and Jens Hartmann
Biogeosciences, 21, 4587–4604, https://doi.org/10.5194/bg-21-4587-2024, https://doi.org/10.5194/bg-21-4587-2024, 2024
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Recent studies described the precipitation of carbonates as a result of alkalinity enhancement in seawater, which could adversely affect the carbon sequestration potential of ocean alkalinity enhancement (OAE) approaches. By conducting experiments in natural seawater, this study observed uniform patterns during the triggered runaway carbonate precipitation, which allow the prediction of safe and efficient local application levels of OAE scenarios.
Milagros Rico, Paula Santiago-Díaz, Guillermo Samperio-Ramos, Melchor González-Dávila, and Juana Magdalena Santana-Casiano
Biogeosciences, 21, 4381–4394, https://doi.org/10.5194/bg-21-4381-2024, https://doi.org/10.5194/bg-21-4381-2024, 2024
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Changes in pH generate stress conditions, either because high pH drastically decreases the availability of trace metals such as Fe(II), a restrictive element for primary productivity, or because reactive oxygen species are increased with low pH. The metabolic functions and composition of microalgae can be affected. These modifications in metabolites are potential factors leading to readjustments in phytoplankton community structure and diversity and possible alteration in marine ecosystems.
Christine Kaufhold, Matteo Willeit, Bo Liu, and Andrey Ganopolski
EGUsphere, https://doi.org/10.5194/egusphere-2024-2976, https://doi.org/10.5194/egusphere-2024-2976, 2024
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This study simulates long-term future climate scenarios to examine how long CO2 emissions will persist in the atmosphere. It shows that the effectiveness of carbon removal processes varies with the amount emitted. The removal of CO2 through silicate weathering is faster than previously thought, leading to a quicker reduction over time. The combined behaviour of different carbon cycle processes emphasizes the need to include all of them in models, as to better predict long-term atmospheric CO2.
Anton Lokshin, Daniel Palchan, Elnatan Golan, Ran Erel, Daniele Andronico, and Avner Gross
EGUsphere, https://doi.org/10.5194/egusphere-2024-2531, https://doi.org/10.5194/egusphere-2024-2531, 2024
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Our research explores how chickpea plants can absorb essential nutrients like phosphorus, iron, and nickel directly from dust deposited on their leaves, in addition to uptake through their roots. This process was particularly effective under higher levels of atmospheric CO2, leading to increased plant growth. By using Nd isotopic tools, we traced the nutrients from dust and found that certain leaf traits enhance this uptake. This discovery may become increasingly important as CO2 levels rise.
James A. King, James Weber, Peter Lawrence, Stephanie Roe, Abigail L. S. Swann, and Maria Val Martin
Biogeosciences, 21, 3883–3902, https://doi.org/10.5194/bg-21-3883-2024, https://doi.org/10.5194/bg-21-3883-2024, 2024
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Tackling climate change by adding, restoring, or enhancing forests is gaining global support. However, it is important to investigate the broader implications of this. We used a computer model of the Earth to investigate a future where tree cover expanded as much as possible. We found that some tropical areas were cooler because of trees pumping water into the atmosphere, but this also led to soil and rivers drying. This is important because it might be harder to maintain forests as a result.
Benoît Pasquier, Mark Holzer, and Matthew A. Chamberlain
Biogeosciences, 21, 3373–3400, https://doi.org/10.5194/bg-21-3373-2024, https://doi.org/10.5194/bg-21-3373-2024, 2024
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How do perpetually slower and warmer oceans sequester carbon? Compared to the preindustrial state, we find that biological productivity declines despite warming-stimulated growth because of a lower nutrient supply from depth. This throttles the biological carbon pump, which still sequesters more carbon because it takes longer to return to the surface. The deep ocean is isolated from the surface, allowing more carbon from the atmosphere to pass through the ocean without contributing to biology.
Matthew A. Chamberlain, Tilo Ziehn, and Rachel M. Law
Biogeosciences, 21, 3053–3073, https://doi.org/10.5194/bg-21-3053-2024, https://doi.org/10.5194/bg-21-3053-2024, 2024
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This paper explores the climate processes that drive increasing global average temperatures in zero-emission commitment (ZEC) simulations despite decreasing atmospheric CO2. ACCESS-ESM1.5 shows the Southern Ocean to continue to warm locally in all ZEC simulations. In ZEC simulations that start after the emission of more than 1000 Pg of carbon, the influence of the Southern Ocean increases the global temperature.
Shuaifeng Song, Xuezhen Zhang, and Xiaodong Yan
Biogeosciences, 21, 2839–2858, https://doi.org/10.5194/bg-21-2839-2024, https://doi.org/10.5194/bg-21-2839-2024, 2024
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We mapped the distribution of future potential afforestation regions based on future high-resolution climate data and climate–vegetation models. After considering the national afforestation policy and climate change, we found that the future potential afforestation region was mainly located around and to the east of the Hu Line. This study provides a dataset for exploring the effects of future afforestation.
Tianfei Xue, Jens Terhaar, A. E. Friederike Prowe, Thomas L. Frölicher, Andreas Oschlies, and Ivy Frenger
Biogeosciences, 21, 2473–2491, https://doi.org/10.5194/bg-21-2473-2024, https://doi.org/10.5194/bg-21-2473-2024, 2024
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Phytoplankton play a crucial role in marine ecosystems. However, climate change's impact on phytoplankton biomass remains uncertain, particularly in the Southern Ocean. In this region, phytoplankton biomass within the water column is likely to remain stable in response to climate change, as supported by models. This stability arises from a shallower mixed layer, favoring phytoplankton growth but also increasing zooplankton grazing due to phytoplankton concentration near the surface.
Kinga Kulesza and Agata Hościło
Biogeosciences, 21, 2509–2527, https://doi.org/10.5194/bg-21-2509-2024, https://doi.org/10.5194/bg-21-2509-2024, 2024
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We present coherence and time lags in spectral response of three vegetation types in the European temperate zone to the influencing meteorological factors and teleconnection indices for the period 2002–2022. Vegetation condition in broadleaved forest, coniferous forest and pastures was measured with MODIS NDVI and EVI, and the coherence between NDVI and EVI and meteorological elements was described using the methods of wavelet coherence and Pearson’s linear correlation with time lag.
Anton Lokshin, Daniel Palchan, and Avner Gross
Biogeosciences, 21, 2355–2365, https://doi.org/10.5194/bg-21-2355-2024, https://doi.org/10.5194/bg-21-2355-2024, 2024
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Ash particles from wildfires are rich in phosphorus (P), a crucial nutrient that constitutes a limiting factor in 43 % of the world's land ecosystems. We hypothesize that wildfire ash could directly contribute to plant nutrition. We find that fire ash application boosts the growth of plants, but the only way plants can uptake P from fire ash is through the foliar uptake pathway and not through the roots. The fertilization impact of fire ash was also maintained under elevated levels of CO2.
Lucia S. Layritz, Konstantin Gregor, Andreas Krause, Stefan Kruse, Ben F. Meyer, Tom A. M. Pugh, and Anja Rammig
EGUsphere, https://doi.org/10.5194/egusphere-2024-1028, https://doi.org/10.5194/egusphere-2024-1028, 2024
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Disturbances (e.g. fire) can change which species grow in a forest, affecting water, carbon, energy flows, and the climate. They are expected to increase with climate change, but it is uncertain by how much. We studied how future climate and disturbances might impact vegetation with a simulation model. Our findings highlight the importance of considering both factors, with future disturbance patterns posing significant uncertainty. More research is needed to understand their future development.
Marcus Breil, Vanessa K. M. Schneider, and Joaquim G. Pinto
Biogeosciences, 21, 811–824, https://doi.org/10.5194/bg-21-811-2024, https://doi.org/10.5194/bg-21-811-2024, 2024
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The general impact of afforestation on the regional climate conditions in Europe during the period 1986–2015 is investigated. For this purpose, a regional climate model simulation is performed, in which afforestation during this period is considered, and results are compared to a simulation in which this is not the case. Results show that afforestation had discernible impacts on the climate change signal in Europe, which may have mitigated the local warming trend, especially in summer in Europe.
Ali Asaadi, Jörg Schwinger, Hanna Lee, Jerry Tjiputra, Vivek Arora, Roland Séférian, Spencer Liddicoat, Tomohiro Hajima, Yeray Santana-Falcón, and Chris D. Jones
Biogeosciences, 21, 411–435, https://doi.org/10.5194/bg-21-411-2024, https://doi.org/10.5194/bg-21-411-2024, 2024
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Carbon cycle feedback metrics are employed to assess phases of positive and negative CO2 emissions. When emissions become negative, we find that the model disagreement in feedback metrics increases more strongly than expected from the assumption that the uncertainties accumulate linearly with time. The geographical patterns of such metrics over land highlight that differences in response between tropical/subtropical and temperate/boreal ecosystems are a major source of model disagreement.
Flora Desmet, Matthias Münnich, and Nicolas Gruber
Biogeosciences, 20, 5151–5175, https://doi.org/10.5194/bg-20-5151-2023, https://doi.org/10.5194/bg-20-5151-2023, 2023
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Ocean acidity extremes in the upper 250 m depth of the northeastern Pacific rapidly increase with atmospheric CO2 rise, which is worrisome for marine organisms that rapidly experience pH levels outside their local environmental conditions. Presented research shows the spatiotemporal heterogeneity in this increase between regions and depths. In particular, the subsurface increase is substantially slowed down by the presence of mesoscale eddies, often not resolved in Earth system models.
Geneviève W. Elsworth, Nicole S. Lovenduski, Kristen M. Krumhardt, Thomas M. Marchitto, and Sarah Schlunegger
Biogeosciences, 20, 4477–4490, https://doi.org/10.5194/bg-20-4477-2023, https://doi.org/10.5194/bg-20-4477-2023, 2023
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Anthropogenic climate change will influence marine phytoplankton over the coming century. Here, we quantify the influence of anthropogenic climate change on marine phytoplankton internal variability using an Earth system model ensemble and identify a decline in global phytoplankton biomass variance with warming. Our results suggest that climate mitigation efforts that account for marine phytoplankton changes should also consider changes in phytoplankton variance driven by anthropogenic warming.
Olivia Haas, Iain Colin Prentice, and Sandy P. Harrison
Biogeosciences, 20, 3981–3995, https://doi.org/10.5194/bg-20-3981-2023, https://doi.org/10.5194/bg-20-3981-2023, 2023
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We quantify the impact of CO2 and climate on global patterns of burnt area, fire size, and intensity under Last Glacial Maximum (LGM) conditions using three climate scenarios. Climate change alone did not produce the observed LGM reduction in burnt area, but low CO2 did through reducing vegetation productivity. Fire intensity was sensitive to CO2 but strongly affected by changes in atmospheric dryness. Low CO2 caused smaller fires; climate had the opposite effect except in the driest scenario.
Rebecca M. Varney, Sarah E. Chadburn, Eleanor J. Burke, Simon Jones, Andy J. Wiltshire, and Peter M. Cox
Biogeosciences, 20, 3767–3790, https://doi.org/10.5194/bg-20-3767-2023, https://doi.org/10.5194/bg-20-3767-2023, 2023
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This study evaluates soil carbon projections during the 21st century in CMIP6 Earth system models. In general, we find a reduced spread of changes in global soil carbon in CMIP6 compared to the previous CMIP5 generation. The reduced CMIP6 spread arises from an emergent relationship between soil carbon changes due to change in plant productivity and soil carbon changes due to changes in turnover time. We show that this relationship is consistent with false priming under transient climate change.
Claudia Hinrichs, Peter Köhler, Christoph Völker, and Judith Hauck
Biogeosciences, 20, 3717–3735, https://doi.org/10.5194/bg-20-3717-2023, https://doi.org/10.5194/bg-20-3717-2023, 2023
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This study evaluated the alkalinity distribution in 14 climate models and found that most models underestimate alkalinity at the surface and overestimate it in the deeper ocean. It highlights the need for better understanding and quantification of processes driving alkalinity distribution and calcium carbonate dissolution and the importance of accounting for biases in model results when evaluating potential ocean alkalinity enhancement experiments.
Yonghong Zheng, Huanfeng Shen, Rory Abernethy, and Rob Wilson
Biogeosciences, 20, 3481–3490, https://doi.org/10.5194/bg-20-3481-2023, https://doi.org/10.5194/bg-20-3481-2023, 2023
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Investigations in central and western China show that tree ring inverted latewood intensity expresses a strong positive relationship with growing-season temperatures, indicating exciting potential for regions south of 30° N that are traditionally not targeted for temperature reconstructions. Earlywood BI also shows good potential to reconstruct hydroclimate parameters in some humid areas and will enhance ring-width-based hydroclimate reconstructions in the future.
Stefano Potter, Sol Cooperdock, Sander Veraverbeke, Xanthe Walker, Michelle C. Mack, Scott J. Goetz, Jennifer Baltzer, Laura Bourgeau-Chavez, Arden Burrell, Catherine Dieleman, Nancy French, Stijn Hantson, Elizabeth E. Hoy, Liza Jenkins, Jill F. Johnstone, Evan S. Kane, Susan M. Natali, James T. Randerson, Merritt R. Turetsky, Ellen Whitman, Elizabeth Wiggins, and Brendan M. Rogers
Biogeosciences, 20, 2785–2804, https://doi.org/10.5194/bg-20-2785-2023, https://doi.org/10.5194/bg-20-2785-2023, 2023
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Here we developed a new burned-area detection algorithm between 2001–2019 across Alaska and Canada at 500 m resolution. We estimate 2.37 Mha burned annually between 2001–2019 over the domain, emitting 79.3 Tg C per year, with a mean combustion rate of 3.13 kg C m−2. We found larger-fire years were generally associated with greater mean combustion. The burned-area and combustion datasets described here can be used for local- to continental-scale applications of boreal fire science.
V. Rachel Chimuka, Claude-Michel Nzotungicimpaye, and Kirsten Zickfeld
Biogeosciences, 20, 2283–2299, https://doi.org/10.5194/bg-20-2283-2023, https://doi.org/10.5194/bg-20-2283-2023, 2023
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We propose a new method to quantify carbon cycle feedbacks under negative CO2 emissions. Our method isolates the lagged carbon cycle response to preceding positive emissions from the response to negative emissions. Our findings suggest that feedback parameters calculated with the novel approach are larger than those calculated with the conventional approach whereby carbon cycle inertia is not corrected for, with implications for the effectiveness of carbon dioxide removal in reducing CO2 levels.
Marcus Breil, Annabell Weber, and Joaquim G. Pinto
Biogeosciences, 20, 2237–2250, https://doi.org/10.5194/bg-20-2237-2023, https://doi.org/10.5194/bg-20-2237-2023, 2023
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A promising strategy for mitigating burdens of heat extremes in Europe is to replace dark coniferous forests with brighter deciduous forests. The consequence of this would be reduced absorption of solar radiation, which should reduce the intensities of heat periods. In this study, we show that deciduous forests have a certain cooling effect on heat period intensities in Europe. However, the magnitude of the temperature reduction is quite small.
Gesche Blume-Werry, Jonatan Klaminder, Eveline J. Krab, and Sylvain Monteux
Biogeosciences, 20, 1979–1990, https://doi.org/10.5194/bg-20-1979-2023, https://doi.org/10.5194/bg-20-1979-2023, 2023
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Northern soils store a lot of carbon. Most research has focused on how this carbon storage is regulated by cold temperatures. However, it is soil organisms, from minute bacteria to large earthworms, that decompose the organic material. Novel soil organisms from further south could increase decomposition rates more than climate change does and lead to carbon losses. We therefore advocate for including soil organisms when predicting the fate of soil functions in warming northern ecosystems.
Koramanghat Unnikrishnan Jayakrishnan and Govindasamy Bala
Biogeosciences, 20, 1863–1877, https://doi.org/10.5194/bg-20-1863-2023, https://doi.org/10.5194/bg-20-1863-2023, 2023
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Afforestation and reducing fossil fuel emissions are two important mitigation strategies to reduce the amount of global warming. Our work shows that reducing fossil fuel emissions is relatively more effective than afforestation for the same amount of carbon removed from the atmosphere. However, understanding of the processes that govern the biophysical effects of afforestation should be improved before considering our results for climate policy.
Jens Hartmann, Niels Suitner, Carl Lim, Julieta Schneider, Laura Marín-Samper, Javier Arístegui, Phil Renforth, Jan Taucher, and Ulf Riebesell
Biogeosciences, 20, 781–802, https://doi.org/10.5194/bg-20-781-2023, https://doi.org/10.5194/bg-20-781-2023, 2023
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CO2 can be stored in the ocean via increasing alkalinity of ocean water. Alkalinity can be created via dissolution of alkaline materials, like limestone or soda. Presented research studies boundaries for increasing alkalinity in seawater. The best way to increase alkalinity was found using an equilibrated solution, for example as produced from reactors. Adding particles for dissolution into seawater on the other hand produces the risk of losing alkalinity and degassing of CO2 to the atmosphere.
Damian L. Arévalo-Martínez, Amir Haroon, Hermann W. Bange, Ercan Erkul, Marion Jegen, Nils Moosdorf, Jens Schneider von Deimling, Christian Berndt, Michael Ernst Böttcher, Jasper Hoffmann, Volker Liebetrau, Ulf Mallast, Gudrun Massmann, Aaron Micallef, Holly A. Michael, Hendrik Paasche, Wolfgang Rabbel, Isaac Santos, Jan Scholten, Katrin Schwalenberg, Beata Szymczycha, Ariel T. Thomas, Joonas J. Virtasalo, Hannelore Waska, and Bradley A. Weymer
Biogeosciences, 20, 647–662, https://doi.org/10.5194/bg-20-647-2023, https://doi.org/10.5194/bg-20-647-2023, 2023
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Groundwater flows at the land–ocean transition and the extent of freshened groundwater below the seafloor are increasingly relevant in marine sciences, both because they are a highly uncertain term of biogeochemical budgets and due to the emerging interest in the latter as a resource. Here, we discuss our perspectives on future research directions to better understand land–ocean connectivity through groundwater and its potential responses to natural and human-induced environmental changes.
Morgan Sparey, Peter Cox, and Mark S. Williamson
Biogeosciences, 20, 451–488, https://doi.org/10.5194/bg-20-451-2023, https://doi.org/10.5194/bg-20-451-2023, 2023
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Accurate climate models are vital for mitigating climate change; however, projections often disagree. Using Köppen–Geiger bioclimate classifications we show that CMIP6 climate models agree well on the fraction of global land surface that will change classification per degree of global warming. We find that 13 % of land will change climate per degree of warming from 1 to 3 K; thus, stabilising warming at 1.5 rather than 2 K would save over 7.5 million square kilometres from bioclimatic change.
Huanhuan Wang, Chao Yue, and Sebastiaan Luyssaert
Biogeosciences, 20, 75–92, https://doi.org/10.5194/bg-20-75-2023, https://doi.org/10.5194/bg-20-75-2023, 2023
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This study provided a synthesis of three influential methods to quantify afforestation impact on surface temperature. Results showed that actual effect following afforestation was highly dependent on afforestation fraction. When full afforestation is assumed, the actual effect approaches the potential effect. We provided evidence the afforestation faction is a key factor in reconciling different methods and emphasized that it should be considered for surface cooling impacts in policy evaluation.
Ryan S. Padrón, Lukas Gudmundsson, Laibao Liu, Vincent Humphrey, and Sonia I. Seneviratne
Biogeosciences, 19, 5435–5448, https://doi.org/10.5194/bg-19-5435-2022, https://doi.org/10.5194/bg-19-5435-2022, 2022
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The answer to how much carbon land ecosystems are projected to remove from the atmosphere until 2100 is different for each Earth system model. We find that differences across models are primarily explained by the annual land carbon sink dependence on temperature and soil moisture, followed by the dependence on CO2 air concentration, and by average climate conditions. Our insights on why each model projects a relatively high or low land carbon sink can help to reduce the underlying uncertainty.
Julian Gutt, Stefanie Arndt, David Keith Alan Barnes, Horst Bornemann, Thomas Brey, Olaf Eisen, Hauke Flores, Huw Griffiths, Christian Haas, Stefan Hain, Tore Hattermann, Christoph Held, Mario Hoppema, Enrique Isla, Markus Janout, Céline Le Bohec, Heike Link, Felix Christopher Mark, Sebastien Moreau, Scarlett Trimborn, Ilse van Opzeeland, Hans-Otto Pörtner, Fokje Schaafsma, Katharina Teschke, Sandra Tippenhauer, Anton Van de Putte, Mia Wege, Daniel Zitterbart, and Dieter Piepenburg
Biogeosciences, 19, 5313–5342, https://doi.org/10.5194/bg-19-5313-2022, https://doi.org/10.5194/bg-19-5313-2022, 2022
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Short summary
Long-term ecological observations are key to assess, understand and predict impacts of environmental change on biotas. We present a multidisciplinary framework for such largely lacking investigations in the East Antarctic Southern Ocean, combined with case studies, experimental and modelling work. As climate change is still minor here but is projected to start soon, the timely implementation of this framework provides the unique opportunity to document its ecological impacts from the very onset.
Daniel François, Adina Paytan, Olga Maria Oliveira de Araújo, Ricardo Tadeu Lopes, and Cátia Fernandes Barbosa
Biogeosciences, 19, 5269–5285, https://doi.org/10.5194/bg-19-5269-2022, https://doi.org/10.5194/bg-19-5269-2022, 2022
Short summary
Short summary
Our analysis revealed that under the two most conservative acidification projections foraminifera assemblages did not display considerable changes. However, a significant decrease in species richness was observed when pH decreases to 7.7 pH units, indicating adverse effects under high-acidification scenarios. A micro-CT analysis revealed that calcified tests of Archaias angulatus were of lower density in low pH, suggesting no acclimation capacity for this species.
Cited articles
Banks, J. M., Percival, G. C., and Rose, G.: Variations in seasonal drought
tolerance rankings, Trees, 33, 1063–1072, https://doi.org/10.1007/s00468-019-01842-5, 2019.
Barigah, T. S., Charrier, O., Douris, M., Bonhomme, M., Herbette, S.,
Ameglio, T., Fichot, R., Brignolas, F., and Cochard, H.: Water
stress-induced xylem hydraulic failure is a causal factor of tree mortality
in beech and poplar, Ann. Bot.-London, 112, 1431–1437, https://doi.org/10.1093/aob/mct204, 2013.
Bates, D., Mächler, M., Bolker, B., and Walker, S.: Fitting Linear
Mixed-Effects Models Using lme4, J. Stat. Softw., 67, 1–48, https://doi.org/10.18637/jss.v067.i01, 2015.
Benbella, M. and Paulsen, G. M.: Efficacy of Treatments for Delaying
Senescence of Wheat Leaves: II. Senescence and Grain Yield under Field
Conditions, Agron. J., 90, 332–338, https://doi.org/10.2134/agronj1998.00021962009000030004x, 1998.
Böhlenius, H., Huang, T., Charbonnel-Campaa, L., Brunner, A. M.,
Jansson, S., Strauss, S. H., and Nilsson, O.: CO/FT regulatory module
controls timing of flowering and seasonal growth cessation in trees,
Science, 312, 1040–1043, https://doi.org/10.1126/science.1126038, 2006.
Bolte, A., Czajkowski, T., Cocozza, C., Tognetti, R., de Miguel, M.,
Psidova, E., Ditmarova, L., Dinca, L., Delzon, S., Cochard, H., Raebild, A.,
de Luis, M., Cvjetkovic, B., Heiri, C., and Muller, J.: Desiccation and
Mortality Dynamics in Seedlings of Different European Beech (Fagus sylvatica
L.) Populations under Extreme Drought Conditions, Front. Plant Sci., 7, 751, https://doi.org/10.3389/fpls.2016.00751, 2016.
Brelsford, C. C., Trasser, M., Paris, T., Hartikainen, S. M., and Robson, T.
M.: Understory light quality affects leaf pigments and leaf phenology in
different plant functional types, bioRxiv, 829036, https://doi.org/10.1101/829036, 2019.
Brunner, I., Herzog, C., Dawes, M. A., Arend, M., and Sperisen, C.: How tree
roots respond to drought, Front. Plant Sci., 6, 547, https://doi.org/10.3389/fpls.2015.00547, 2015.
Buck, A. L.: New Equations for Computing Vapor Pressure and Enhancement
Factor, J. Appl. Meteorol., 20, 1527–1532, https://doi.org/10.1175/1520-0450(1981)020<1527:Nefcvp>2.0.Co;2, 1981.
Bultot, F., Coppens, A., and Dupriez, G. L.: Estimation de
l'évapotranspiration potentielle en Belgique: (procédure
révisée), Institut royal météorologique de Belgique, Brussels, Belgium, 1983.
Campioli, M., Verbeeck, H., Van den Bossche, J., Wu, J., Ibrom, A.,
D'Andrea, E., Matteucci, G., Samson, R., Steppe, K., and Granier, A.: Can
decision rules simulate carbon allocation for years with contrasting and
extreme weather conditions? A case study for three temperate beech forests,
Ecol. Model., 263, 42–55, https://doi.org/10.1016/j.ecolmodel.2013.04.012, 2013.
Carrara, A., Kowalski, A. S., Neirynck, J., Janssens, I. A., Yuste, J. C.,
and Ceulemans, R.: Net ecosystem CO2 exchange of mixed forest in Belgium
over 5 years, Agr. Forest Meteorol., 119, 209–227, https://doi.org/10.1016/S0168-1923(03)00120-5, 2003.
Chelle, M., Evers, J. B., Combes, D., Varlet-Grancher, C., Vos, J., and
Andrieu, B.: Simulation of the three-dimensional distribution of the
red:far-red ratio within crop canopies, New Phytol., 176, 223–234,
https://doi.org/10.1111/j.1469-8137.2007.02161.x, 2007.
Chiang, C., Olsen, J. E., Basler, D., Bankestad, D., and Hoch, G.: Latitude
and Weather Influences on Sun Light Quality and the Relationship to Tree
Growth, Forests, 10, 610, https://doi.org/10.3390/f10080610, 2019.
Crabbe, R. A., Dash, J., Rodriguez-Galiano, V. F., Janous, D., Pavelka, M.,
and Marek, M. V.: Extreme warm temperatures alter forest phenology and
productivity in Europe, Sci. Total Environ., 563–564, 486–495, https://doi.org/10.1016/j.scitotenv.2016.04.124, 2016.
De Boeck, H. J. and Verbeeck, H.: Drought-associated changes in climate and their relevance for ecosystem experiments and models, Biogeosciences, 8, 1121–1130, https://doi.org/10.5194/bg-8-1121-2011, 2011.
De Boeck, H. J., De Groote, T., and Nijs, I.: Leaf temperatures in
glasshouses and open-top chambers, New Phytol., 194, 1155–1164, https://doi.org/10.1111/j.1469-8137.2012.04117.x, 2012.
De Vos, B.: Capability of PlantCare Mini-Logger technology for monitoring of
soil water content and temperature in forest soils: test results of 2015,
Reports of Research Institute for Nature and Forest, Instituut voor Natuur-
en Bosonderzoek, 85 pp., 2016.
Estiarte, M. and Penuelas, J.: Alteration of the phenology of leaf
senescence and fall in winter deciduous species by climate change: effects
on nutrient proficiency, Global Change Biol., 21, 1005–1017, https://doi.org/10.1111/gcb.12804, 2015.
Fox, J. and Weisberg, S.: An {R} Companion to Applied Regression, edn. 3, Sage, Thousand Oaks, California, USA, 2019.
Fracheboud, Y., Luquez, V., Bjorken, L., Sjodin, A., Tuominen, H., and
Jansson, S.: The control of autumn senescence in European aspen, Plant
Physiol., 149, 1982–1991, https://doi.org/10.1104/pp.108.133249, 2009.
Franklin, K. A. and Quail, P. H.: Phytochrome functions in Arabidopsis
development, J. Exp. Bot., 61, 11–24, https://doi.org/10.1093/jxb/erp304, 2010.
Fu, Y. S., Campioli, M., Vitasse, Y., De Boeck, H. J., Van den Berge, J., AbdElgawad, H., Asard, H., Piao, S., Deckmyn, G., and Janssens, I. A.: Variation in leaf flushing date influences autumnal senescence and next year's flushing date in two temperate tree species, P. Natl. Acad. Sci. USA, 111, 7355–7360, https://doi.org/10.1073/pnas.1321727111, 2014.
Fu, Y. H., Piao, S., Delpierre, N., Hao, F., Hänninen, H., Liu, Y., Sun,
W., Janssens, I. A., and Campioli, M.: Larger temperature response of autumn
leaf senescence than spring leaf-out phenology, Global Change Biol., 24,
2159–2168, https://doi.org/10.1111/gcb.14021, 2018.
Gallinat, A. S., Primack, R. B., and Wagner, D. L.: Autumn, the neglected
season in climate change research, Trends Ecol. Evol., 30, 169–176, https://doi.org/10.1016/j.tree.2015.01.004, 2015.
Gárate-Escamilla, H., Brelsford, C. C., Hampe, A., Robson, T. M., and
Garzón, M. B.: Greater capacity to exploit warming temperatures in
northern populations of European beech is partly driven by delayed leaf
senescence, Agr. Forest Meteorol., 284, 107908, https://doi.org/10.1016/j.agrformet.2020.107908, 2020.
Garnier, S.: viridis: Default Color Maps from “matplotlib”, R package version 0.5.1 edn., available at: https://CRAN.R-project.org/package=viridis (last access: 2 June 2021), 2018.
Gill, A. L., Gallinat, A. S., Sanders-DeMott, R., Rigden, A. J., Short Gianotti, D. J., Mantooth, J. A., and Templer, P. H.: Changes in autumn
senescence in northern hemisphere deciduous trees: a meta-analysis of autumn
phenology studies, Ann. Bot.-London, 116, 875–888, https://doi.org/10.1093/aob/mcv055, 2015.
Hastie, T. and Tibshirani, R.: Generalized Additive Models, Stat. Sci., 1, 297–310, 1986.
Holm, G.: Chlorophyll Mutations in Barley, Acta Agr. Scand., 4, 457–471, https://doi.org/10.1080/00015125409439955, 1954.
Hörtensteiner, S. and Feller, U.: Nitrogen metabolism and
remobilization during senescence, J. Exp. Bot., 53, 927–937, https://doi.org/10.1093/jexbot/53.370.927, 2002.
Hothorn, T., Bretz, F., and Westfall, P.: Simultaneous Inference in General
Parametric Models, Biometrical J., 50, 346–363, 2008.
IPCC: Climate change 2014: synthesis report, in: Contribution of Working Groups I, II and III to the fifth assessment report of the Intergovernmental Panel on Climate Change, edited by: Core Writing Team, IPCC, Geneva, Switzerland, p. 10, 2014.
Kassambara, A.: ggpubr: “ggplot2” Based Publication Ready Plots, R package version 0.2.4 edn., available at: https://CRAN.R-project.org/package=ggpubr (last access: 2 June 2021), 2019.
Keskitalo, J., Bergquist, G., Gardestrom, P., and Jansson, S.: A cellular
timetable of autumn senescence, Plant Physiol., 139, 1635–1648, https://doi.org/10.1104/pp.105.066845, 2005.
Kint, V., Aertsen, W., Campioli, M., Vansteenkiste, D., Delcloo, A., and
Muys, B.: Radial growth change of temperate tree species in response to
altered regional climate and air quality in the period 1901–2008,
Climate Change, 115, 343–363, https://doi.org/10.1007/s10584-012-0465-x, 2012.
KMI: Klimatologisch seizoenoverzicht, zomer 2017, available at: https://www.meteo.be/resources/climateReportWeb/klimatologisch_seizoenoverzicht_2017_S3.pdf (last access: 2 June 2021), 2017a.
KMI: Klimatologisch seizoenoverzicht, herfst 2017, available at: https://www.meteo.be/resources/climateReportWeb/klimatologisch_seizoenoverzicht_2017_S4.pdf (last access: 2 June 2021), 2017b.
KMI: Klimatologisch seizoenoverzicht, lente 2017, available at: https://www.meteo.be/resources/climateReportWeb/klimatologisch_seizoenoverzicht_2017_S2.pdf (last access: 2 June 2021), 2017c.
KMI: Klimatologisch seizoenoverzicht, herfst 2018, available at: https://www.meteo.be/resources/climateReportWeb/klimatologisch_seizoenoverzicht_2018_S4.pdf (last access: 2 June 2021), 2018a.
KMI: Klimatologisch seizoenoverzicht, zomer 2018, available at: https://www.meteo.be/resources/climateReportWeb/klimatologisch_seizoenoverzicht_2018_S3.pdf (last access: 2 June 2021), 2018b.
KMI: Klimatologisch seizoenoverzicht, herfst 2019, available at: https://www.meteo.be/resources/climatology/pdf/klimatologisch_seizoenoverzicht_2019_S4.pdf (last access: 2 June 2021), 2019a.
KMI: Klimatologisch seizoenoverzicht, zomer 2019, available at: https://www.meteo.be/resources/climatology/pdf/klimatologisch_seizoenoverzicht_2019_S3.pdf (last access: 2 June 2021), 2019b.
Kobayashi, Y. and Weigel, D.: Move on up, it's time for change – Mobile
signals controlling photoperiod-dependent flowering, Gene. Dev., 21,
2371–2384, https://doi.org/10.1101/gad.1589007, 2007.
Koike, T.: Autumn coloring, photosynthetic performance and leaf development
of deciduous broad-leaved trees in relation to forest succession,
Tree Physiol., 7, 21–32, https://doi.org/10.1093/treephys/7.1-2-3-4.21, 1990.
Koornneef, M., Hanhart, C. J., and van der Veen, J. H.: A genetic and
physiological analysis of late flowering mutants in Arabidopsis thaliana,
Mol. Gen. Genet., 229, 57–66, https://doi.org/10.1007/bf00264213, 1991.
Kwon, J., Khoshimkhujaev, B., Lee, J., Ho, I., Park, K., and Choi, H. G.:
Growth and Yield of Tomato and Cucumber Plants in Polycarbonate or Glass
Greenhouses, Korean J. Hortic. Sci., 35, 79–87, https://doi.org/10.12972/kjhst.20170009, 2017.
Legris, M., Klose, C., Burgie, E. S., Rojas, C. C. R., Neme, M.,
Hiltbrunner, A., Wigge, P. A., Schäfer, E., Vierstra, R. D., and Casal,
J. J.: Phytochrome B integrates light and temperature signals in Arabidopsis, Science, 354, 897–900, https://doi.org/10.1126/science.aaf5656, 2016.
Legris, M., Ince, Y., and Fankhauser, C.: Molecular mechanisms underlying
phytochrome-controlled morphogenesis in plants, Nat. Commun., 10, 5219, https://doi.org/10.1038/s41467-019-13045-0, 2019.
Leul, M. and Zhou, W.: Alleviation of waterlogging damage in winter rape by
application of uniconazole: Effects on morphological characteristics,
hormones and photosynthesis, Field Crop. Res., 59, 121–127, https://doi.org/10.1016/S0378-4290(98)00112-9, 1998.
Leuzinger, S., Zotz, G., Asshoff, R., and Korner, C.: Responses of deciduous
forest trees to severe drought in Central Europe, Tree Physiol., 25, 641–650, https://doi.org/10.1093/treephys/25.6.641, 2005.
Mancinelli, A. L. and Rabino, I.: The “High Irradiance Responses” of Plant
Photomorphogenesis, Bot. Rev., 44, 129–180, 1978.
Mariën, B., Balzarolo, M., Dox, I., Leys, S., Lorene, M. J., Geron, C.,
Portillo-Estrada, M., AbdElgawad, H., Asard, H., and Campioli, M.: Detecting
the onset of autumn leaf senescence in deciduous forest trees of the
temperate zone, New Phytol., 224, 166–176, https://doi.org/10.1111/nph.15991, 2019.
Mariën, B., Dox, I., J. De Boeck, H., Willems, P., Leys, S., Papadimitriou, D., and Campioli, M.: Does drought advance the onset of autumn leaf senescence in temperature deciduous forest trees: data and R scripts, Biogeosciences, Zenodo, https://doi.org/10.5281/zenodo.4559535, 2021.
Matile, P.: Biochemistry of Indian summer: physiology of autumnal leaf
coloration, Exp. Gerontol., 35, 145–158, https://doi.org/10.1016/S0531-5565(00)00081-4, 2000.
Medawar, P. B.: The Uniqueness of the individual, Methuen Publishing, London, UK, 1957.
Menzel, A., Helm, R., and Zang, C.: Patterns of late spring frost leaf
damage and recovery in a European beech (Fagus sylvatica L.) stand in
south-eastern Germany based on repeated digital photographs, Front. Plant Sci., 6, 110, https://doi.org/10.3389/fpls.2015.00110, 2015.
Michelson, I. H., Ingvarsson, P. K., Robinson, K. M., Edlund, E., Eriksson,
M. E., Nilsson, O., and Jansson, S.: Autumn senescence in aspen is not
triggered by day length, Physiol. Plantarum, 162, 123–134, https://doi.org/10.1111/ppl.12593, 2018.
Munné-Bosch, S. and Alegre, L.: Die and let live: leaf senescence
contributes to plant survival under drought stress, Funct. Plant Biol., 31, 203–216, https://doi.org/10.1071/fp03236, 2004.
Neff, M. M., Fankhauser, C., and Chory, J.: Light: an indicator of time and
place, Gene. Dev., 14, 257–271, 2000.
Niinemets, Ü.: Responses of forest trees to single and multiple
environmental stresses from seedlings to mature plants: Past stress history,
stress interactions, tolerance and acclimation, Forest Ecol. Manag., 260,
1623–1639, https://doi.org/10.1016/j.foreco.2010.07.054, 2010.
Novick, K. A., Ficklin, D. L., Stoy, P. C., Williams, C. A., Bohrer, G.,
Oishi, A. C., Papuga, S. A., Blanken, P. D., Noormets, A., Sulman, B. N.,
Scott, R. L., Wang, L. X., and Phillips, R. P.: The increasing importance of
atmospheric demand for ecosystem water and carbon fluxes,
Nat. Clim. Change, 6, 1023–1027, https://doi.org/10.1038/Nclimate3114, 2016.
Pedersen, E. J., Miller, D. L., Simpson, G. L., and Ross, N.: Hierarchical
generalized additive models in ecology: an introduction with mgcv, PeerJ, 7,
e6876, https://doi.org/10.7717/peerj.6876, 2019.
Penman, H. L.: Natural evaporation from open water, hare soil and grass,
P. Roy. Soc. Lond. A Mat., 193, 120–145, https://doi.org/10.1098/rspa.1948.0037, 1948.
Poorter, H., Niinemets, Ü., Ntagkas, N., Siebenkäs, A.,
Mäenpää, M., Matsubara, S., and Pons, T.: A meta-analysis of
plant responses to light intensity for 70 traits ranging from molecules to
whole plant performance, New Phytol., 223, 1073–1105, https://doi.org/10.1111/nph.15754, 2019.
Pšidová, E., Ditmarová, L., Jamnická, G., Kurjak, D.,
Majerová, J., Czajkowski, T., and Bolte, A.: Photosynthetic response of
beech seedlings of different origin to water deficit, Photosynthetica, 53,
187–194, https://doi.org/10.1007/s11099-015-0101-x, 2015.
R Core Team: A language and environment for statistical computing, R
Foundation for Statistical Computing, Vienna, Austria, 2020.
Richardson, A. D., Keenan, T. F., Migliavacca, M., Ryu, Y., Sonnentag, O.,
and Toomey, M.: Climate change, phenology, and phenological control of
vegetation feedbacks to the climate system, Agr. Forest Meteorol., 169, 156–173, https://doi.org/10.1016/j.agrformet.2012.09.012, 2013.
Rigby, R. A. and Stasinopoulos, D. M.: Generalized additive models for
location, scale and shape, J. Roy. Stat. Soc. C-App., 54, 507–544,
https://doi.org/10.1111/j.1467-9876.2005.00510.x, 2005.
Rose, N. L., Yang, H., Turner, S. D., and Simpson, G. L.: An assessment of
the mechanisms for the transfer of lead and mercury from atmospherically
contaminated organic soils to lake sediments with particular reference to
Scotland, UK, Geochim. Cosmochim. Ac., 82, 113–135, https://doi.org/10.1016/j.gca.2010.12.026, 2012.
Schulze, E.-D., Beck, E., Buchmann, N., Clemens, S., Müller-Hohenstein, K., and Scherer-Lorenzen, M.: Light, in: Plant Ecol., edited by: Schulze, E.-D., Beck, E., Buchmann, N., Clemens, S., Müller-Hohenstein, K., and Scherer-Lorenzen, M., Springer Berlin Heidelberg, Berlin, Heidelberg, 57–90, 2019.
Seyednasrollah, B., Young, A. M., Li, X., Milliman, T., Ault, T., Frolking,
S., Friedl, M., and Richardson, A. D.: Sensitivity of Deciduous Forest
Phenology to Environmental Drivers: Implications for Climate Change Impacts
Across North America, Geophys. Res. Lett., 47, e2019GL086788, https://doi.org/10.1029/2019gl086788, 2020.
Simpson, G. L.: gratia: Graceful “ggplot”-Based Graphics and Other Functions for GAMs Fitted Using “mgcv”, R package version 0.3.0. edn., available at: https://CRAN.R-project.org/package=gratia (last access: 2 June 2021), 2020.
Smith, H.: Light Quality, Photoperception, and Plant Strategy,
Ann. Rev. Plant Physio., 33, 481–518, https://doi.org/10.1146/annurev.pp.33.060182.002405, 1982.
Turcsan, A., Steppe, K., Sarkozi, E., Erdelyi, E., Missoorten, M., Mees, G.,
and Mijnsbrugge, K. V.: Early Summer Drought Stress During the First Growing
Year Stimulates Extra Shoot Growth in Oak Seedlings (Quercus petraea), Front. Plant Sci., 7, 193, https://doi.org/10.3389/fpls.2016.00193, 2016.
Van den Berge, J., Naudts, K., Zavalloni, C., Janssens, I. A., Ceulemans,
R., and Nijs, I.: Altered response to nitrogen supply of mixed grassland
communities in a future climate: a controlled environment microcosm study,
Plant Soil, 345, 375–385, https://doi.org/10.1007/s11104-011-0789-8, 2011.
van der Werf, G. W., Sass-Klaassen, U. G. W., and Mohren, G. M. J.: The
impact of the 2003 summer drought on the intra-annual growth pattern of
beech (Fagus sylvatica L.) and oak (Quercus robur L.) on a dry site in the
Netherlands, Dendrochronologia, 25, 103–112, https://doi.org/10.1016/j.dendro.2007.03.004, 2007.
Vander Mijnsbrugge, K., Turcsan, A., Maes, J., Duchene, N., Meeus, S.,
Steppe, K., and Steenackers, M.: Repeated Summer Drought and Re-watering
during the First Growing Year of Oak (Quercus petraea) Delay Autumn
Senescence and Bud Burst in the Following Spring, Front. Plant Sci., 7, 419, https://doi.org/10.3389/fpls.2016.00419, 2016.
Vitasse, Y., François, C., Delpierre, N., Dufrêne, E., Kremer, A.,
Chuine, I., and Delzon, S.: Assessing the effects of climate change on the
phenology of European temperate trees, Agr. Forest Meteorol.,
151, 969–980, https://doi.org/10.1016/j.agrformet.2011.03.003, 2011.
Vito, M. and Muggeo, R.: segmented: an R Package to Fit Regression Models
with Broken-Line Relationships, R News, 8, 20–25, 2008.
Vonwettstein, D.: Chlorophyll-letale und der submikroskopische Formwechsel
der Plastiden, Exp. Cell Res., 12, 427–506, https://doi.org/10.1016/0014-4827(57)90165-9, 1957.
Wang, S., Yang, B., Yang, Q., Lu, L., Wang, X., and Peng, Y.: Temporal
Trends and Spatial Variability of Vegetation Phenology over the Northern
Hemisphere during 1982–2012, PLoS ONE, 11, e0157134, https://doi.org/10.1371/journal.pone.0157134, 2016.
Wickham, H.: ggplot2: Elegant Graphics for Data Analysis, Springer-Verlag,
New York, USA, 2009.
Wickham, H., Francois, R., Henry, L., and Müller, K.: dplyr: A Grammar
of Data Manipulation, R package version 0.7.4 edn., available at: https://CRAN.R-project.org/package=dplyr (last access: 2 June 2021), 2018.
Wilke, C. O.: cowplot: Streamlined Plot Theme and Plot Annotations for
“ggplot2”, R package version 1.0.0 edn., available at: https://CRAN.R-project.org/package=ggridges (last access: 2 June 2021), 2019.
Willems, P.: Compound intensity/duration/frequency-relationships of extreme
precipitation for two seasons and two storm types, J. Hydrol.,
233, 189–205, https://doi.org/10.1016/s0022-1694(00)00233-x, 2000.
Willems, P.: Multidecadal oscillatory behaviour of rainfall extremes in
Europe, Climate Change, 120, 931–944, https://doi.org/10.1007/s10584-013-0837-x, 2013.
Wolfe, B. T., Sperry, J. S., and Kursar, T. A.: Does leaf shedding protect
stems from cavitation during seasonal droughts? A test of the hydraulic fuse
hypothesis, New Phytol., 212, 1007–1018, https://doi.org/10.1111/nph.14087, 2016.
Wood, S. N.: Fast stable restricted maximum likelihood and marginal
likelihood estimation of semiparametric generalized linear models,
J. Roy. Stat. Soc. B, 73, 3–36, https://doi.org/10.1111/j.1467-9868.2010.00749.x, 2011.
Xie, Y. and Wilson, A. M.: Change point estimation of deciduous forest land
surface phenology, Remote Sens. Environ., 240, 111698, https://doi.org/10.1016/j.rse.2020.111698, 2020.
Yanovsky, M. J. and Kay, S. A.: Molecular basis of seasonal time
measurement in Arabidopsis, Nature, 419, 308–312, https://doi.org/10.1038/nature00996, 2002.
Zeileis, A. and Hothorn, T.: Diagnostic Checking in Regression
Relationships, R News, 2, 7–10, 2002.
Zeng, H., Jia, G., and Epstein, H.: Recent changes in phenology over the
northern high latitudes detected from multi-satellite data,
Environ. Res. Lett., 6, 045508, https://doi.org/10.1088/1748-9326/6/4/045508, 2011.
Zuur, A. F., Ieno, E. N., and Smith, G.: Analysing Ecological Data, Statistics for Biology and Health, Zuur, New York, XXVI, 672, 2007.
Zuur, A. F., Ieno, E. N., and Elphick, C. S.: A protocol for data
exploration to avoid common statistical problems, Methods Ecol. Evol., 1,
3–14, https://doi.org/10.1111/j.2041-210X.2009.00001.x, 2010.
Zuur, A. F., Ieno, E. N., and Freckleton, R.: A protocol for conducting and
presenting results of regression-type analyses, Methods Ecol. Evol., 7,
636–645, https://doi.org/10.1111/2041-210x.12577, 2016.
Short summary
The drivers of the onset of autumn leaf senescence for several deciduous tree species are still unclear. Therefore, we addressed (i) if drought impacts the timing of autumn leaf senescence and (ii) if the relationship between drought and autumn leaf senescence depends on the tree species. Our study suggests that the timing of autumn leaf senescence is conservative across years and species and even independent of drought stress.
The drivers of the onset of autumn leaf senescence for several deciduous tree species are still...
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