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Kearsley E, Verbeeck H, Stoffelen P, Janssens SB, Yakusu EK, Kosmala M, De Mil T, Bauters M, Kitima ER, Ndiapo JM, Chuda AL, Richardson AD, Wingate L, Ilondea BA, Beeckman H, van den Bulcke J, Boeckx P, Hufkens K. Historical tree phenology data reveal the seasonal rhythms of the Congo Basin rainforest. Plant Environ Interact 2024; 5:e10136. [PMID: 38476212 PMCID: PMC10926959 DOI: 10.1002/pei3.10136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 01/05/2024] [Accepted: 01/23/2024] [Indexed: 03/14/2024]
Abstract
Tropical forest phenology directly affects regional carbon cycles, but the relation between species-specific and whole-canopy phenology remains largely uncharacterized. We present a unique analysis of historical tropical tree phenology collected in the central Congo Basin, before large-scale impacts of human-induced climate change. Ground-based long-term (1937-1956) phenological observations of 140 tropical tree species are recovered, species-specific phenological patterns analyzed and related to historical meteorological records, and scaled to characterize stand-level canopy dynamics. High phenological variability within and across species and in climate-phenology relationships is observed. The onset of leaf phenophases in deciduous species was triggered by drought and light availability for a subset of species and showed a species-specific decoupling in time along a bi-modal seasonality. The majority of the species remain evergreen, although central African forests experience relatively low rainfall. Annually a maximum of 1.5% of the canopy is in leaf senescence or leaf turnover, with overall phenological variability dominated by a few deciduous species, while substantial variability is attributed to asynchronous events of large and/or abundant trees. Our results underscore the importance of accounting for constituent signals in canopy-wide scaling and the interpretation of remotely sensed phenology signals.
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Affiliation(s)
- Elizabeth Kearsley
- Computational and Applied Vegetation Ecology Lab, Department of Environment, Faculty of Bioscience EngineeringGhent UniversityGentBelgium
- BlueGreen LabsMelseleBelgium
| | - Hans Verbeeck
- Computational and Applied Vegetation Ecology Lab, Department of Environment, Faculty of Bioscience EngineeringGhent UniversityGentBelgium
| | | | - Steven B. Janssens
- Meise Botanic GardenMeiseBelgium
- Department of Biology, Leuven Plant InstituteKULeuvenLeuvenBelgium
| | - Emmanuel Kasongo Yakusu
- UGent‐Woodlab (Laboratory of Wood Technology), Department of Environment, Faculty of Bioscience EngineeringGhent UniversityGentBelgium
- Service of Wood BiologyRoyal Museum for Central AfricaTervurenBelgium
- Faculté de gestion des ressources naturelles renouvelablesUniversité de KisanganiKisanganiDemocratic Republic of Congo
| | - Margaret Kosmala
- Department of Organismic and Evolutionary BiologyHarvard UniversityCambridgeMassachusettsUSA
- CIBO TechnologiesCambridgeMassachusettsUSA
| | - Tom De Mil
- Forest is Life, TERRA Teaching and Research Centre, Gembloux Agro Bio‐TechUniversity of LiègeGemblouxBelgium
| | - Marijn Bauters
- Isotope Bioscience Laboratory ‐ ISOFYS, Department of Green Chemistry and TechnologyGhent UniversityGentBelgium
- Research Group of Plants and Ecosystems (PLECO), Department of BiologyUniversity of AntwerpWilrijkBelgium
| | - Elasi Ramanzani Kitima
- Institut National pour l'Etude et la Recherche Agronomiques‐INERAYangambiDemocratic Republic of Congo
| | - José Mbifo Ndiapo
- Institut National pour l'Etude et la Recherche Agronomiques‐INERAYangambiDemocratic Republic of Congo
| | - Adelard Lonema Chuda
- Institut National pour l'Etude et la Recherche Agronomiques‐INERAYangambiDemocratic Republic of Congo
| | - Andrew D. Richardson
- Center for Ecosystem Science and SocietyNorthern Arizona UniversityFlagstaffArizonaUSA
- School of Informatics, Computing and Cyber SystemsNorthern Arizona UniversityFlagstaffArizonaUSA
| | | | - Bhély Angoboy Ilondea
- UGent‐Woodlab (Laboratory of Wood Technology), Department of Environment, Faculty of Bioscience EngineeringGhent UniversityGentBelgium
- Service of Wood BiologyRoyal Museum for Central AfricaTervurenBelgium
- Institut National pour l'Étude et la Recherche AgronomiquesKinshasaDemocratic Republic of Congo
| | - Hans Beeckman
- Service of Wood BiologyRoyal Museum for Central AfricaTervurenBelgium
| | - Jan van den Bulcke
- UGent‐Woodlab (Laboratory of Wood Technology), Department of Environment, Faculty of Bioscience EngineeringGhent UniversityGentBelgium
| | - Pascal Boeckx
- Isotope Bioscience Laboratory ‐ ISOFYS, Department of Green Chemistry and TechnologyGhent UniversityGentBelgium
| | - Koen Hufkens
- Computational and Applied Vegetation Ecology Lab, Department of Environment, Faculty of Bioscience EngineeringGhent UniversityGentBelgium
- BlueGreen LabsMelseleBelgium
- INRAE, UMR ISPAVillenave d'OrnonFrance
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Shi S, Yang P, van der Tol C. Spatial-temporal dynamics of land surface phenology over Africa for the period of 1982-2015. Heliyon 2023; 9:e16413. [PMID: 37484377 PMCID: PMC10360589 DOI: 10.1016/j.heliyon.2023.e16413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 05/15/2023] [Accepted: 05/16/2023] [Indexed: 07/25/2023] Open
Abstract
Knowledge of the dynamics of vegetation phenology is essential for the understanding of vegetation-climate interactions. Although the interest in phenology study is growing, vegetation phenology in Africa received far less attention compared to the Northern Hemisphere. Africa straddles the northern and southern hemispheres, and the climate has a clear latitudinal gradient, which facilitates the study of the interaction between phenology and climate. In this study, the latitudinal and longitudinal gradients and temporal trends of start of growing season (SOS), peak of growing season (POS), and end of growing season (EOS) were examined using long-term satellite dataset during 1982-2015. The latitudinal variations in these phenology metrics were larger in the northern than those in the southern Africa, especially from 6°N northwards to 16°N. The latitudinal variations in southern Africa had no clear patterns due to the more complex climate systems. For the longitudinal variation, the temporal trends in POS and EOS exhibited a gradient-decreasing rate in northern Africa. Over the period from 1982 to 2015, the overall trends of the phenology in Africa were 'later SOS', 'later POS', and 'later EOS'. The faster rate of delay in EOS than in SOS resulted in a prolonged length of growing season (LOS) with 0.50 days/year on average in northern Africa, while a slower rate of delay in EOS than in SOS resulted in a shorter LOS with -0.12 days/year in southern Africa. The prolonged LOS in northern Africa contributes to the increase in the yearly-averaged Normalized Difference Vegetation Index (NDVI) from 1982 to 2000. Nevertheless, the NDVI appeared to have reached saturation around the 2000s, although the LOS was still extending after 2000s. Overall, the findings of this study provide an overall view of the spatial and temporal patterns of land surface phenology in the African continent, and a necessary component for future studies on the response of phenology to climate.
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Affiliation(s)
- Siqi Shi
- Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, PO Box 217, Enschede 7500 AE, the Netherlands
| | - Peiqi Yang
- Key Laboratory of Virtual Geographic Environment, Ministry of Education, Nanjing Normal University, Nanjing, China
- Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing, China
| | - Christiaan van der Tol
- Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, PO Box 217, Enschede 7500 AE, the Netherlands
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Alonzo M, Baker ME, Caplan JS, Williams A, Elmore AJ. Canopy composition drives variability in urban growing season length more than the heat island effect. Sci Total Environ 2023; 884:163818. [PMID: 37121316 DOI: 10.1016/j.scitotenv.2023.163818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 04/24/2023] [Accepted: 04/25/2023] [Indexed: 05/06/2023]
Abstract
The elevated heat of urban areas compared to their surroundings makes humid temperate cities a useful preview of future climate effects on natural forest phenology. The utility of this proxy rests on the expectation that trees in urban areas alter their phenology in response to warmer site conditions in spring and fall. However, it is possible that apparent lengthening of the growing season is instead governed by human-driven tree species selection and plant functional type (PFT; trees, shrubs, turfgrass) heterogeneity typical of managed landscapes. Without the use of highly spatially and temporally resolved remote sensing data, the roles of tree taxonomy and local site characteristics (e.g., impervious cover) in controlling phenology remain confounded. To understand the drivers of earlier start of season (SOS) and later end of season (EOS) among urban trees, we estimated individual tree phenology using >130 high-resolution satellite images per year (2018-2020) for ~10,000 species-labeled trees in Washington, DC. We found that species identity alone accounted for 4× more variability in the timing of SOS and EOS compared with a tree's planting location characteristics. Additionally, the urban mix of PFTs may be more responsible for apparent advances in SOS (by between 1.8 ± 1.3 and 3.5 ± 1.3 days) than heat per se. The results of this study caution against associating longer growing seasons in cities-observed in moderate to coarse resolution remote sensing imagery-to within-species phenological plasticity and demonstrate the power of high-resolution satellite data for tracking tree phenology in biodiverse environments.
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Affiliation(s)
- Michael Alonzo
- Department of Environmental Science, American University, Washington, DC 20016, USA.
| | - Matthew E Baker
- Department of Geography & Environmental Systems, University of Maryland, Baltimore County, Baltimore, MD 21250, USA
| | - Joshua S Caplan
- Department of Architecture and Environmental Design, Temple University, Ambler, PA 19002, USA
| | - Avery Williams
- Department of Environmental Science, American University, Washington, DC 20016, USA
| | - Andrew J Elmore
- Appalachian Laboratory, University of Maryland Center for Environmental Science, Frostburg, MD 21532, USA
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Ludewig K, Klinger YP, Donath TW, Bärmann L, Eichberg C, Thomsen JG, Görzen E, Hansen W, Hasselquist EM, Helminger T, Kaiskog F, Karlsson E, Kirchner T, Knudsen C, Lenzewski N, Lindmo S, Milberg P, Pruchniewicz D, Richter E, Sandner TM, Sarneel JM, Schmiede R, Schneider S, Schwarz K, Tjäder Å, Tokarska-Guzik B, Walczak C, Weber O, Żołnierz L, Eckstein RL. Phenology and morphology of the invasive legume Lupinus polyphyllus along a latitudinal gradient in Europe. NB 2022. [DOI: 10.3897/neobiota.78.89673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Plant phenology, i. e. the timing of life cycle events, is related to individual fitness and species distribution ranges. Temperature is one of the most important drivers of plant phenology together with day length. The adaptation of their phenology may be important for the success of invasive plant species. The present study aims at understanding how the performance and the phenology of the invasive legume Lupinus polyphyllus vary with latitude. We sampled data across a >2000 km latitudinal gradient from Central to Northern Europe. We quantified variation in phenology of flowering and fruiting of L. polyphyllus using >1600 digital photos of inflorescences from 220 individual plants observed weekly at 22 sites. The day of the year at which different phenological phases were reached, increased 1.3–1.8 days per degree latitude, whereas the growing degree days (gdd) required for these phenological phases decreased 5–16 gdd per degree latitude. However, this difference disappeared, when the day length of each day included in the calculation of gdd was considered. The day of the year of the earliest and the latest climatic zone to reach any of the three studied phenological phases differed by 23–30 days and temperature requirements to reach these stages differed between 62 and 236 gdd. Probably, the invasion of this species will further increase in the northern part of Europe over the next decades due to climate warming. For invasive species control, our results suggest that in countries with a large latitudinal extent, the mowing date should shift by ca. one week per 500 km at sites with similar elevations.
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Chen X, Yang Y, Du J. Distribution and Attribution of Earlier Start of the Growing Season over the Northern Hemisphere from 2001–2018. Remote Sensing 2022; 14:2964. [DOI: 10.3390/rs14132964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The start of the growing season (SOS) is a vital ecological indicator for climate change and the terrestrial ecosystem. Previous studies have reported that the SOS over the Northern Hemisphere (NH) has experienced remarkable changes in the past few decades. However, because of the different spatial and temporal coverages of existing SOS studies, a coherent and robust account for SOS changes in the NH has been lacking. Using satellite-retrieved vegetation-phenology datasets, ground observations, and several auxiliary datasets, this study evaluated the performance of the latest MODIS vegetation-dynamics dataset (MCD12Q2-C6) and explored the distribution and attribution of the SOS to climate change over the NH for the period 2001–2018. The validation results using the Chinese Ecosystem Research Network (CERN) and Lilac-leafing observations (Lilac) displayed that the MCD12Q2-C6 has a good performance in SOS monitoring over the NH mid-latitudes. Meanwhile, evidence from MCD12Q2-C6 pointed out that the SOS was advanced by 2.08 days on average over the NH during 2001–2018, especially for Europe, China, and Alaska, United States. In addition, detailed-sensitivity analysis showed that the increased surface air temperature (Ts) (−1.21 ± 0.34 days °C−1) and reduced snow-cover fraction (Sc) (0.62 ± 0.29 days%−1) were the key driving factors of the observed SOS changes over the NH during 2001–2018. Compared with Ts and Sc, the role of total precipitation (Pt) was minor in dominating the spring vegetation-phenology changes at the same period. The findings of this study contribute to our understanding of the responses of SOS to the competing changes of Ts, Pt, and Sc over the NH.
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Abstract
Cycles of plant growth, termed phenology, are tightly linked to environmental controls. The length of time spent growing, bounded by the start and end of season, is an important determinant of the global carbon, water, and energy balance. Much focus has been given to global warming and consequences for shifts in growing season length in temperate regions. In conjunction with warming temperatures, altered precipitation regimes are another facet of climate change that have potentially larger consequences than temperature in dryland phenology globally. We experimentally manipulated incoming precipitation in a semiarid grassland for over a decade and recorded plant phenology at the daily scale for seven years. We found precipitation to have a strong relationship with the timing of grass greenup and senescence but temperature had only a modest effect size on grass greenup. Pre-season drought strongly resulted in delayed grass greenup dates and shorter growing season lengths. Spring and summer drought corresponded with earlier grass senescence whereas higher precipitation accumulation over these seasons corresponded with delayed grass senescence. However, extremely wet conditions diluted this effect and caused a plateaued response. Deep-rooted woody shrubs showed few effects of variable precipitation or temperature on phenology and displayed consistent annual phenological timing compared to grasses. While rising temperatures have already elicited phenological consequences and extended growing season length for mid and high-latitude ecosystems, precipitation change will be the major driver of phenological change in drylands that cover 40% of land surface with consequences for the global carbon, water, and energy balance.
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Affiliation(s)
| | - Osvaldo E Sala
- School of Life Sciences, Arizona State University, Tempe, AZ.,School of Sustainability, Arizona State University, Tempe, AZ.,Global Drylands Center, Arizona State University, Tempe, AZ
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7
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Siqueira JA, Wakin T, Batista-Silva W, Silva JCF, Vicente MH, Silva JC, Clarindo WR, Zsögön A, Peres LEP, De Veylder L, Fernie AR, Nunes-Nesi A, Araújo WL. A long and stressful day: Photoperiod shapes aluminium tolerance in plants. J Hazard Mater 2022; 432:128704. [PMID: 35313159 DOI: 10.1016/j.jhazmat.2022.128704] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 03/06/2022] [Accepted: 03/12/2022] [Indexed: 06/14/2023]
Abstract
Aluminium (Al), a limiting factor for crop productivity in acidic soils (pH ≤ 5.5), imposes drastic constraints for food safety in developing countries. The major mechanisms that allow plants to cope with Al involve manipulations of organic acids metabolism and DNA-checkpoints. When assumed individually both approaches have been insufficient to overcome Al toxicity. On analysing the centre of origin of most cultivated plants, we hypothesised that day-length seems to be a pivotal agent modulating Al tolerance across distinct plant species. We observed that with increasing distance from the Equator, Al tolerance decreases, suggesting a relationship with the photoperiod. We verified that long-day (LD) species are generally more Al-sensitive than short-day (SD) species, whereas genetic conversion of tomato for SD growth habit boosts Al tolerance. Reduced Al tolerance correlates with DNA-checkpoint activation under LD. Furthermore, DNA-checkpoint-related genes are under positive selection in Arabidopsis accessions from regions with shorter days, suggesting that photoperiod act as a selective barrier for Al tolerance. A diel regulation and genetic diversity affect Al tolerance, suggesting that day-length orchestrates Al tolerance. Altogether, photoperiodic control of Al tolerance might contribute to solving the historical obstacle that imposes barriers for developing countries to reach a sustainable agriculture.
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Affiliation(s)
- João Antonio Siqueira
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, MG 36570-900, Brazil
| | - Thiago Wakin
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, MG 36570-900, Brazil
| | - Willian Batista-Silva
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, MG 36570-900, Brazil
| | - José Cleydson F Silva
- National Institute of Science and Technology in Plant-Pest Interactions, Bioagro, Universidade Federal de Viçosa, Viçosa, MG 36570-900, Brazil
| | - Matheus H Vicente
- Laboratory of Hormonal Control of Plant Development. Departamento de Ciências Biológicas (LCB), Escola Superior de Agricultura "Luiz de Queiroz", Universidade de São Paulo, Piracicaba, SP 13418-900, Brazil
| | - Jéssica C Silva
- Departamento de Biologia Geral, Universidade Federal de Viçosa, Viçosa, MG 36570-900, Brazil
| | - Wellington R Clarindo
- Departamento de Biologia Geral, Universidade Federal de Viçosa, Viçosa, MG 36570-900, Brazil
| | - Agustin Zsögön
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, MG 36570-900, Brazil
| | - Lazaro E P Peres
- Laboratory of Hormonal Control of Plant Development. Departamento de Ciências Biológicas (LCB), Escola Superior de Agricultura "Luiz de Queiroz", Universidade de São Paulo, Piracicaba, SP 13418-900, Brazil
| | - Lieven De Veylder
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent B-9052, Belgium; VIB Center for Plant Systems Biology, Ghent B-9052, Belgium
| | - Alisdair R Fernie
- Max-Planck-Institute of Molecular Plant Physiology, Potsdam-Golm 14476, Germany
| | - Adriano Nunes-Nesi
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, MG 36570-900, Brazil
| | - Wagner L Araújo
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, MG 36570-900, Brazil.
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Küçük Ç, Koirala S, Carvalhais N, Miralles DG, Reichstein M, Jung M. Characterizing the Response of Vegetation Cover to Water Limitation in Africa Using Geostationary Satellites. J Adv Model Earth Syst 2022; 14:e2021MS002730. [PMID: 35865621 PMCID: PMC9286687 DOI: 10.1029/2021ms002730] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Revised: 01/22/2022] [Accepted: 02/14/2022] [Indexed: 06/15/2023]
Abstract
Hydrological interactions between vegetation, soil, and topography are complex, and heterogeneous in semi-arid landscapes. This along with data scarcity poses challenges for large-scale modeling of vegetation-water interactions. Here, we exploit metrics derived from daily Meteosat data over Africa at ca. 5 km spatial resolution for ecohydrological analysis. Their spatial patterns are based on Fractional Vegetation Cover (FVC) time series and emphasize limiting conditions of the seasonal wet to dry transition: the minimum and maximum FVC of temporal record, the FVC decay rate and the FVC integral over the decay period. We investigate the relevance of these metrics for large scale ecohydrological studies by assessing their co-variation with soil moisture, and with topographic, soil, and vegetation factors. Consistent with our initial hypothesis, FVC minimum and maximum increase with soil moisture, while the FVC integral and decay rate peak at intermediate soil moisture. We find evidence for the relevance of topographic moisture variations in arid regions, which, counter-intuitively, is detectable in the maximum but not in the minimum FVC. We find no clear evidence for wide-spread occurrence of the "inverse texture effect" on FVC. The FVC integral over the decay period correlates with independent data sets of plant water storage capacity or rooting depth while correlations increase with aridity. In arid regions, the FVC decay rate decreases with canopy height and tree cover fraction as expected for ecosystems with a more conservative water-use strategy. Thus, our observation-based products have large potential for better understanding complex vegetation-water interactions from regional to continental scales.
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Affiliation(s)
- Çağlar Küçük
- Department of Biogeochemical IntegrationMax Planck Institute for BiogeochemistryJenaGermany
- Hydro‐Climate Extremes Lab (H‐CEL)Faculty of Bioscience EngineeringGhent UniversityGhentBelgium
| | - Sujan Koirala
- Department of Biogeochemical IntegrationMax Planck Institute for BiogeochemistryJenaGermany
| | - Nuno Carvalhais
- Department of Biogeochemical IntegrationMax Planck Institute for BiogeochemistryJenaGermany
- Departamento de Ciências e Engenharia do AmbienteCENSEFaculdade de Ciências e TecnologiaUniversidade NOVA de LisboaCaparicaPortugal
| | - Diego G. Miralles
- Hydro‐Climate Extremes Lab (H‐CEL)Faculty of Bioscience EngineeringGhent UniversityGhentBelgium
| | - Markus Reichstein
- Department of Biogeochemical IntegrationMax Planck Institute for BiogeochemistryJenaGermany
| | - Martin Jung
- Department of Biogeochemical IntegrationMax Planck Institute for BiogeochemistryJenaGermany
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9
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Whetten AB, Demler HJ. Detection of Multidecadal Changes in Vegetation Dynamics and Association with Intra-Annual Climate Variability in the Columbia River Basin. Remote Sensing 2022; 14:569. [DOI: 10.3390/rs14030569] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Remotely-sensed Leaf Area Index (LAI) is a useful metric for assessing changes in vegetation cover and greeness over time and space. Satellite-derived LAI measurements can be used to assess these intra- and inter-annual vegetation dynamics and how they correlate with changing regional and local climate conditions. The detection of such changes at local and regional levels is challenged by the underlying continuity and extensive missing values of high-resolution spatio-temporal vegetation data. Here, the feasibility of functional data analysis methods was evaluated to improve the exploration of such data. In this paper, an investigation of multidecadal variation in LAI is conducted in the Columbia River Watershed, as detected by NOAA Advanced Very High-Resolution Radiometer (AVHRR) satellite imaging. The inter- and intra-annual correlation of LAI with temperature and precipitation were then investigated using data from the European Centre for Medium-Range Weather Forecasts global atmospheric re-analysis (ERA-Interim) in the period 1996–2017. A functional cluster analysis model was implemented to identify regions in the Columbia River Watershed that exhibit similar long-term greening trends. Across this region, a multidecadal trend toward earlier and higher annual LAI peaks was detected, and strong correlations were found between earlier and higher LAI peaks and warmer temperatures in late winter and early spring. Although strongly correlated to LAI, maximum temperature and precipitation do not demonstrate a similar strong multidecadal trend over the studied time period. The modeling approach is proficient for analyzing tens or hundreds of thousands of sampled sites without parallel processing or high-performance computing (HPC).
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González-Rebeles G, Terrazas T, Méndez-Alonzo R, Paz H, Brodribb TJ, Tinoco-Ojanguren C. Leaf water relations reflect canopy phenology rather than leaf life span in Sonoran Desert trees. Tree Physiol 2021; 41:1627-1640. [PMID: 33611521 DOI: 10.1093/treephys/tpab032] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Accepted: 02/16/2021] [Indexed: 06/12/2023]
Abstract
Plants from arid environments display covarying traits to survive or resist drought. Plant drought resistance and ability to survive long periods of low soil water availability should involve leaf phenology coordination with leaf and stem functional traits related to water status. This study tested correlations between phenology and functional traits involved in plant water status regulation in 10 Sonoran Desert tree species with contrasting phenology. Species seasonal variation in plant water status was defined by calculating their relative positions along the iso/anisohydric regulation continuum based on their hydroscape areas (HA)-a metric derived from the relationship between predawn and midday water potentials-and stomatal and hydraulic traits. Additionally, functional traits associated with plant water status regulation, including lamina vessel hydraulic diameter (DHL), stem-specific density (SSD) and leaf mass per area (LMA) were quantified per species. To characterize leaf phenology, leaf longevity (LL) and canopy foliage duration (FD) were determined. Hydroscape area was strongly correlated with FD but not with leaf longevity (LL); HA was significantly associated with SSD and leaf hydraulic traits (DHL, LMA) but not with stem hydraulic traits (vulnerability index, relative conductivity); and FD was strongly correlated with LMA and SSD. Leaf physiological characteristics affected leaf phenology when it was described as canopy FD better than when described as LL. Stem and leaf structure and hydraulic functions were not only relevant for categorizing species along the iso/anisohydric continuum but also allowed identifying different strategies of desert trees within the 'fast-slow' plant economics spectrum. The results in this study pinpoint the set of evolutionary pressures that shape the Sonoran Desert Scrub physiognomy.
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Affiliation(s)
- Georgina González-Rebeles
- Instituto de Ecología, Universidad Nacional Autónoma de México, Campus Hermosillo, Luis Donaldo Colosio s/n, 83250 Los Arcos, Hermosillo, Sonora, México
- Posgrado en Ciencias Biológicas, Universidad Nacional Autónoma de México Unidad de Posgrado, Circuito de Posgrados, Ciudad Universitaria 04510 Coyoacán, Ciudad de México, México
| | - Teresa Terrazas
- Instituto de Biología, Universidad Nacional Autónoma de México, Circuito Zona Deportiva S/N, Ciudad Universitaria, 04510 Coyoacán, Ciudad de México, México
| | - Rodrigo Méndez-Alonzo
- Departamento de Biología de la Conservación, Centro de Investigación Científica y de Educación Superior de Ensenada, Carretera Ensenada-Tijuana No. 3918, 22860 Zona Playitas, Ensenada, Baja California, México
| | - Horacio Paz
- Instituto de Investigaciones en Ecosistemas y Sustentabilidad, Universidad Nacional Autónoma de México, Antigua Carretera a Pátzcuaro No. 8701, 58190 Ex Hacienda de San José de la Huerta, Morelia, Michoacán, México
| | - Tim J Brodribb
- Department of Plant Sciences, University of Tasmania, 7005 Sandy Bay, Hobart, Tasmania, Australia
| | - Clara Tinoco-Ojanguren
- Instituto de Ecología, Universidad Nacional Autónoma de México, Campus Hermosillo, Luis Donaldo Colosio s/n, 83250 Los Arcos, Hermosillo, Sonora, México
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Ongole S, Teegalapalli K, Byrapoghu V, Ratnam J, Sankaran M. Functional traits predict tree‐level phenological strategies in a mesic Indian savanna. Biotropica 2021. [DOI: 10.1111/btp.12993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Shasank Ongole
- National Centre for Biological SciencesTata Institute of Fundamental Research Bangalore Karnataka India
| | - Karthik Teegalapalli
- National Centre for Biological SciencesTata Institute of Fundamental Research Bangalore Karnataka India
| | | | - Jayashree Ratnam
- National Centre for Biological SciencesTata Institute of Fundamental Research Bangalore Karnataka India
| | - Mahesh Sankaran
- National Centre for Biological SciencesTata Institute of Fundamental Research Bangalore Karnataka India
- School of Biology University of Leeds Leeds UK
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12
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Singh RK, Bhalerao RP, Eriksson ME. Growing in time: exploring the molecular mechanisms of tree growth. Tree Physiol 2021; 41:657-678. [PMID: 32470114 PMCID: PMC8033248 DOI: 10.1093/treephys/tpaa065] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Revised: 03/31/2020] [Accepted: 05/27/2020] [Indexed: 05/31/2023]
Abstract
Trees cover vast areas of the Earth's landmasses. They mitigate erosion, capture carbon dioxide, produce oxygen and support biodiversity, and also are a source of food, raw materials and energy for human populations. Understanding the growth cycles of trees is fundamental for many areas of research. Trees, like most other organisms, have evolved a circadian clock to synchronize their growth and development with the daily and seasonal cycles of the environment. These regular changes in light, daylength and temperature are perceived via a range of dedicated receptors and cause resetting of the circadian clock to local time. This allows anticipation of daily and seasonal fluctuations and enables trees to co-ordinate their metabolism and physiology to ensure vital processes occur at the optimal times. In this review, we explore the current state of knowledge concerning the regulation of growth and seasonal dormancy in trees, using information drawn from model systems such as Populus spp.
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Affiliation(s)
- Rajesh Kumar Singh
- Department of Plant Physiology, Umeå Plant Science Centre, Umeå University, Umeå SE-901 87, Sweden
| | - Rishikesh P Bhalerao
- Department of Forest Genetics and Plant Physiology, Umeå Plant Science Centre, Swedish University of Agricultural Sciences, Umeå SE-901 82, Sweden
| | - Maria E Eriksson
- Department of Plant Physiology, Umeå Plant Science Centre, Umeå University, Umeå SE-901 87, Sweden
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Roeber VM, Schmülling T, Cortleven A. The Photoperiod: Handling and Causing Stress in Plants. Front Plant Sci 2021; 12:781988. [PMID: 35145532 PMCID: PMC8821921 DOI: 10.3389/fpls.2021.781988] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 12/13/2021] [Indexed: 05/05/2023]
Abstract
The photoperiod, which is the length of the light period in the diurnal cycle of 24 h, is an important environmental signal. Plants have evolved sensitive mechanisms to measure the length of the photoperiod. Photoperiod sensing enables plants to synchronize developmental processes, such as the onset of flowering, with a specific time of the year, and enables them to alleviate the impact of environmental stresses occurring at the same time every year. During the last years, the importance of the photoperiod for plant responses to abiotic and biotic stresses has received increasing attention. In this review, we summarize the current knowledge on the signaling pathways involved in the photoperiod-dependent regulation of responses to abiotic (freezing, drought, osmotic stress) and biotic stresses. A central role of GIGANTEA (GI), which is a key player in the regulation of photoperiod-dependent flowering, in stress responses is highlighted. Special attention is paid to the role of the photoperiod in regulating the redox state of plants. Furthermore, an update on photoperiod stress, which is caused by sudden alterations in the photoperiod, is given. Finally, we will review and discuss the possible use of photoperiod-induced stress as a sustainable resource to enhance plant resistance to biotic stress in horticulture.
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De Lemos H, Verstraete MM, Scholes M. Parametric Models to Characterize the Phenology of the Lowveld Savanna at Skukuza, South Africa. Remote Sensing 2020; 12:3927. [DOI: 10.3390/rs12233927] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Mathematical models, such as the logistic curve, have been extensively used to model the temporal evolution of biological processes, though other similarly shaped functions could be (and sometimes have been) used for this purpose. Most previous studies focused on agricultural regions in the Northern Hemisphere and were based on the Normalized Difference Vegetation Index (NDVI). This paper compares the capacity of four parametric double S-shaped models (Gaussian, Hyperbolic Tangent, Logistic, and Sine) to represent the seasonal phenology of an unmanaged, protected savanna biome in South Africa’s Lowveld, using the Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) generated by the Multi-angle Imaging SpectroRadiometer-High Resolution (MISR-HR) processing system on the basis of data originally collected by National Aeronautics and Space Administration (NASA)’s Multi-angle Imaging SpectroRadiometer (MISR) instrument since 24 February 2000. FAPAR time series are automatically split into successive vegetative seasons, and the models are inverted against those irregularly spaced data to provide a description of the seasonal fluctuations despite the presence of noise and missing values. The performance of these models is assessed by quantifying their ability to account for the variability of remote sensing data and to evaluate the Gross Primary Productivity (GPP) of vegetation, as well as by evaluating their numerical efficiency. Simulated results retrieved from remote sensing are compared to GPP estimates derived from field measurements acquired at Skukuza’s flux tower in the Kruger National Park, which has also been operational since 2000. Preliminary results indicate that (1) all four models considered can be adjusted to fit an FAPAR time series when the temporal distribution of the data is sufficiently dense in both the growing and the senescence phases of the vegetative season, (2) the Gaussian and especially the Sine models are more sensitive than the Hyperbolic Tangent and Logistic to the temporal distribution of FAPAR values during the vegetative season, and, in particular, to the presence of long temporal gaps in the observational data, and (3) the performance of these models to simulate the phenology of plants is generally quite sensitive to the presence of unexpectedly low FAPAR values during the peak period of activity and to the presence of long gaps in the observational data. Consequently, efforts to screen out outliers and to minimize those gaps, especially during the rainy season (vegetation’s growth phase), would go a long way to improve the capacity of the models to adequately account for the evolution of the canopy cover and to better assess the relation between FAPAR and GPP.
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