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Mast seeding is one of the most intriguing reproductive traits in nature. Despite its potential drawbacks in terms of fitness, the widespread existence of this phenomenon suggests that it should have evolutionary advantages under certain circumstances. Using a global dataset of seed production time series for 219 plant species from all of the continents, we tested hether masting behaviour appears predominantly in species with low foliar nitrogen and phosphorus concentrations when controlling for local climate and productivity. Here, we show that masting intensity is higher in species with low foliar N and P concentrations, and especially in those with imbalanced N/P ratios, and that the evolutionary history of masting behaviour has been linked to that of nutrient economy. Our results support the hypothesis that masting is stronger in species growing under limiting conditions and suggest that this reproductive behaviour might have evolved as an adaptation to nutrient limitations and imbalances.
Estimated foliar nitrogen (N) and phosphorus (P) concentrations, N:P and N×P (overall nutrient availability) optimal values for masting and non-masting species Estimated foliar nitrogen (N) and phosphorus (P) concentrations, N:P and N×P (overall nutrient availability) optimal values for masting and non-masting species using OUMV and OUM models (see Methods for further information about the models), chosen based on the lowest ΔAICc estimating different state means for masting and non-masting species (Extended Data Fig. 2). Masting and non-masting species were classified depending on the percentile of masting intensity (for example, masting for higher than 66%, non-masting for lower than 33%, see subheaders within the table). Columns 2.5%, 50 and 97.5% indicate, for masting and non-masting species, the percentiles of the optimal values based on the sound models (without negative eigenvalues, n column: samples, independent simulations) used. M>N% indicate the percentage of models in which masting species presented average higher N, P, N:P or N×P optimal values than non-masting species. ΔM-N, followed by s.e.m (standard error of the mean), indicate the paired (across simulations) difference between optimal values in masting and non-masting species. P (two-sided t-test) shows the P-value of the paired t-test testing for differences in the mean optimal values of masting and non-masting species. ΔM-N%, followed by s.e.m., indicates the average percentual difference (geometric, paired differences) in mean optimal values between masting and non-masting species.
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https://doi.org/10.1038/s41477-019-0549-y
1PLECO (Plants and Ecosystems), Department of Biology, University of Antwerp, Antwerp, Belgium. 2Global Ecology Unit, CREAF–CSIC–UAB,
Barcelona, Spain. 3US Geological Survey, Fort Collins Science Center, Fort Collins, CO, USA. 4CREAF, Barcelona, Spain. 5Department of Biological and
Environmental Sciences, University of Gothenburg, Gothenburg, Sweden. 6Gothenburg Global Biodiversity Centre, Gothenburg, Sweden. 7Cornell
Lab of Ornithology, Cornell University, Ithaca, NY, USA. 8Department of Biological Sciences, DePaul University, Chicago, IL, USA. 9Department of
Systematic Zoology, Faculty of Biology, Adam Mickiewicz University in Poznań, Poznań, Poland. 10Institute for Agriculture and Forestry Systems in
the Mediterranean, National Research Council of Italy (CNR-ISAFOM), Rende, Italy. 11Department of Innovation in Biological, Agro-food and Forest
Systems, University of Tuscia, Viterbo, Italy. 12Department of Geography and Planning, School of Environmental Sciences, University of Liverpool,
Liverpool, UK. 13DISAA, Università di Milano, Milan, Italy. *e-mail: marcos.fernandez-martinez@uantwerpen.be
Mast seeding—often called masting—has long intrigued
biologists as one of the most bizarre reproductive behav-
iours found in nature1,2. This behaviour consists of the
synchronous production of highly variable seed crops over time3.
Masting has often been considered an evolutionary paradox because
organisms that skip reproductive attempts should have lower fitness
than those that reproduce at every opportunity4. Nonetheless, the
fact that this reproductive behaviour is found in different lineages
suggests that masting behaviour should be beneficial, at least under
certain scenarios.
The most widely accepted hypotheses explaining the selective
advantages of masting are all related to economies of scale5,6. Briefly,
these hypotheses state that, in terms of fitness, it is more efficient
for plants to produce a large number of seeds every few to several
years than to produce a constant number every year. This general
mechanism includes the predator satiation hypothesis2,79, where
predators are starved during years of null or low reproduction and
satiated during high reproduction mast years, leaving large num-
bers of seeds intact. Another example is the pollination efficiency
hypothesis5,10,11, which states that, particularly for wind-pollinated
plants, saturating the atmosphere with pollen in a given year is
more efficient than producing regular amounts of pollen each year
to ensure pollination. Given that masting is present in only a mod-
est percentage of plant species12, such economies of scale are appar-
ently advantageous only under certain circumstances. What those
circumstances are remains, so far, under debate.
The environmental stress hypothesis13 suggests that masting
behaviour should be stronger under unfavourable growing condi-
tions or limitation of resources—conditions under which econo-
mies of scale should be more beneficial3,11,14. This is because plants
growing in unfavourable environments presumably experience
more difficulties in acquiring the required resources to reproduce,
as suggested by the resource accumulation hypothesis15,16. According
to this hypothesis, plants growing under favourable conditions will
be able to accumulate the required amount of resources every year
and, therefore, present a regular pattern in seed production, without
exhibiting any underlying negative temporal autocorrelation that
could indicate resource depletion after reproduction15. The opposite
is true for plants growing in unfavourable conditions, which will
exhibit high interannual variability and negative temporal autocor-
relation in seed production due to potential resource depletion after
seeding. However, there is no current empirical evidence suggesting
that species with higher interannual variability in fruit production
are more likely to exhibit negative temporal autocorrelation than
species that produce seeds more regularly. In contrast, weather
variability has been found to be a key factor driving interan-
nual variability in fruit production in many plant species11,1720.
Therefore, temporal patterns in weather events (that is, temporal
variability and autocorrelation) could potentially shape the temporal
patterns of fruit production21.
Foliar nutrient concentrations play a key role in plant ecophysi-
ology and ecosystem functioning: photosynthetic rates are linked
to foliar nitrogen (N) and phosphorus (P) concentrations2224.
Together with carbon, they are the basis of ecological stoichiom-
etry25,26 and are fundamental parts of the elementome or the bio-
geochemical niche27, useful for inferring ecological traits from the
elemental composition of organisms28. N and P, as well as carbon
(C), have been suggested to be potential resources determining
seed production and masting behaviour14,2931, because seeds and
fruits are enriched with N and P compared with vegetative tissues32.
Nutrient scarcity as a selective pressure for
mast seeding
M. Fernández-Martínez 1,2*, I. Pearse3, J. Sardans2,4, F. Sayol 5,6, W. D. Koenig7, J. M. LaMontagne 8,
M. Bogdziewicz 9, A. Collalti 10,11, A. Hacket-Pain 12, G. Vacchiano 13, J. M. Espelta4, J. Peñuelas 2,4
and I. A. Janssens 1
Mast seeding is one of the most intriguing reproductive traits in nature. Despite its potential drawbacks in terms of fitness, the
widespread existence of this phenomenon suggests that it should have evolutionary advantages under certain circumstances.
Using a global dataset of seed production time series for 219 plant species from all of the continents, we tested whether mast-
ing behaviour appears predominantly in species with low foliar nitrogen and phosphorus concentrations when controlling for
local climate and productivity. Here, we show that masting intensity is higher in species with low foliar N and P concentrations,
and especially in those with imbalanced N/P ratios, and that the evolutionary history of masting behaviour has been linked to
that of nutrient economy. Our results support the hypothesis that masting is stronger in species growing under limiting condi-
tions and suggest that this reproductive behaviour might have evolved as an adaptation to nutrient limitations and imbalances.
NATURE PLANTS | VOL 5 | DECEMBER 2019 | 1222–1228 | www.nature.com/natureplants
1222
Content courtesy of Springer Nature, terms of use apply. Rights reserved
... Many tree species undergo significant variations in seed production from year-to-year, a phenomenon known as masting (Kelly, 1994;Kelly and Sork, 2002;Pearse et al., 2016;Allen et al., 2017;Fernańdez-Martıńez et al., 2019;Fernańdez-Martıńez et al., 2020;Kelly, 2020). Inter-annual variations in seed production have been related to climatic conditions (Allen et al., 2014;Roland et al., 2014;Pearse et al., 2016;Fernańdez-Martıńez et al., 2019;LaMontagne et al., 2020), which affect annual growth (Yasumura et al., 2006;Smith and Samach, 2013;Nakahata et al., 2021), flowering (Law et al., 2000;Cook et al., 2012), pollen availability and pollination efficiency (Koenig and Knops, 2005;Koenig et Al., 2012;Peŕez-Ramos et al., 2015;Pearse et al., 2016;Venner et al., 2016). ...
... Many tree species undergo significant variations in seed production from year-to-year, a phenomenon known as masting (Kelly, 1994;Kelly and Sork, 2002;Pearse et al., 2016;Allen et al., 2017;Fernańdez-Martıńez et al., 2019;Fernańdez-Martıńez et al., 2020;Kelly, 2020). Inter-annual variations in seed production have been related to climatic conditions (Allen et al., 2014;Roland et al., 2014;Pearse et al., 2016;Fernańdez-Martıńez et al., 2019;LaMontagne et al., 2020), which affect annual growth (Yasumura et al., 2006;Smith and Samach, 2013;Nakahata et al., 2021), flowering (Law et al., 2000;Cook et al., 2012), pollen availability and pollination efficiency (Koenig and Knops, 2005;Koenig et Al., 2012;Peŕez-Ramos et al., 2015;Pearse et al., 2016;Venner et al., 2016). ...
... Many tree species undergo significant variations in seed production from year-to-year, a phenomenon known as masting (Kelly, 1994;Kelly and Sork, 2002;Pearse et al., 2016;Allen et al., 2017;Fernańdez-Martıńez et al., 2019;Fernańdez-Martıńez et al., 2020;Kelly, 2020). Inter-annual variations in seed production have been related to climatic conditions (Allen et al., 2014;Roland et al., 2014;Pearse et al., 2016;Fernańdez-Martıńez et al., 2019;LaMontagne et al., 2020), which affect annual growth (Yasumura et al., 2006;Smith and Samach, 2013;Nakahata et al., 2021), flowering (Law et al., 2000;Cook et al., 2012), pollen availability and pollination efficiency (Koenig and Knops, 2005;Koenig et Al., 2012;Peŕez-Ramos et al., 2015;Pearse et al., 2016;Venner et al., 2016). In addition to climatic conditions, nutrient cycling is essential in regulating masting behaviour and reproductive mechanisms (Kelly, 1994;Kelly and Sork, 2002;Sala et al., 2012;Pearse et al., 2016;Han et al., 2017;Fernańdez-Martıńez et al., 2019;Fernańdez-Martıńez et al., 2020;Kelly, 2020) because reproduction consumes a significant amount of carbohydrates and mineral nutrients. ...
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... For instance, interannual variation determines food availability for consumers (Clark et al., 2019), is crucial in developing conservation and management plans for masting intervals , and the proportion of years without seed production can impact the ability of plants to support specialist consumers . Biologically meaningful variation in these characteristics occurs among species, populations, and individuals, which allows for an investigation of the selection pressures that drive masting evolution Dale et al., 2021), the effects of nutrients on masting patterns (Tanentzap et al., 2012;Fernández-Martínez et al., 2019), tree condition (Bogdziewicz et al., 2020c), and the impact of climate change (Bogdziewicz et al., 2020a;Shibata et al., 2020). Understanding the variation in masting at different organizational levels is a fundamental aspect of the discipline. ...
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The periodic production of large seed crops, or masting, is a widespread phenomenon in perennial plants. This behavior can enhance the reproductive efficiency of plants, leading to increased fitness, and produce ripple effects on food webs. While variability from year to year is a defining characteristic of masting, the methods used to quantify this variability are highly debated. The commonly used coefficient of variation lacks the ability to account for the serial dependence in mast data and can be influenced by zeros, making it a less suitable choice for various applications based on individual-level observations, such as phenotypic selection, heritability, and climate change studies, which rely on individual-plant-level datasets that often contain numerous zeros. To address these limitations, we present three case studies and introduce volatility and periodicity, which account for the variance in the frequency domain by emphasizing the significance of long intervals in masting. By utilizing examples of Sorbus aucuparia, Pinus pinea, Quercus robur, Quercus pubescens, and Fagus sylvatica, we demonstrate how volatility captures the effects of variance at both high and low frequencies, even in the presence of zeros, leading to improved ecological interpretations of the results. The growing availability of long-term, individual-plant datasets promises significant advancements in the field, but requires appropriate tools for analysis, which the new metrics provide.
... Proximate drivers behind masting can relate to factors that modulate plant internal resource budgets, with some studies demonstrating correlations between nutrient outlay (usually nitrogen and/or carbohydrate) and high reproductive CVp (Han and Kabeya 2017;Fernández-Martínez et al. 2019, 2020. In certain species, exhaustion of resources during high-output years also leads to an inability to reproduce for several years thereafter (Crone et al. 2011;Koenig et al. 2016). ...
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... Thus, the decline of seed production with drier conditions will be potentially greater in deciduous species, particularly those inhabiting wetter sites. In a wider global study (using time series for 219 plant species from all the continents) the masting phenomenon was associated predominantly to plant species with low foliar nutrient content, which are more frequent in resource-limited environments (Fernández-Martínez et al. 2019). These studies support that oak species inhabiting resource-poor sites (like most under Mediterranean conditions) would exhibit strong masting intensity, with relevant differences among species in their sensitivities to climatic variation. ...
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There is an urgent need for large-scale botanical data to improve our understanding of community assembly, coexistence, biogeography, evolution, and many other fundamental biological processes. Understanding these processes is critical for predicting and handling human-biodiversity interactions and global change dynamics such as food and energy security, ecosystem services, climate change, and species invasions. The Botanical Information and Ecology Network (BIEN) database comprises an unprecedented wealth of cleaned and standardised botanical data, containing roughly 81 million occurrence records from c. 375,000 species, c. 915,000 trait observations across 28 traits from c. 93,000 species, and co-occurrence records from 110,000 ecological plots globally, as well as 100,000 range maps and 100 replicated phylogenies (each containing 81,274 species) for New World species. Here, we describe an r package that provides easy access to these data. The bien r package allows users to access the multiple types of data in the BIEN database. Functions in this package query the BIEN database by turning user inputs into optimised PostgreSQL functions. Function names follow a convention designed to make it easy to understand what each function does. We have also developed a protocol for providing customised citations and herbarium acknowledgements for data downloaded through the bien r package. The development of the BIEN database represents a significant achievement in biological data integration, cleaning and standardization. Likewise, the bien r package represents an important tool for open science that makes the BIEN database freely and easily accessible to everyone. © 2017 The Authors. Methods in Ecology and Evolution
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Mast seeding, or masting, is the highly variable and spatially synchronous production of seeds bya population of plants. The production of variable seed crops is typically correlated with weather, so it is of considerable interest whether global climate change has altered the variability ofmasting or the size ofmasting events. We compiled 1086 datasets of plant seed production spanning 1900-2014 and from around the world, and then analysed whether the coefficient of variation (CV) in seed set, a measure of masting, increased over time. Over this 115-year period, seed set became more variable for plants as a whole and for the particularly well-studied taxa of conifers and oaks. The increase in CV corresponded with a decrease in the long-term mean of seed set of plant species. Seed set CV increased to a greater degree in plant taxawith a tendency towards masting. Seed set is becoming more variable among years, especially for plant taxa whose masting events are known to affect animal populations. Such subtle change in reproduction can havewide-rangingeffects on ecosystems because seed crops provide critical resources for a wide range of taxa and have cascading effects throughout food webs. © 2017 The Author(s) Published by the Royal Society. All rights reserved.
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