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Tropical Trees Will Need to Acclimate to Rising Temperatures. But Can They?

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27 June 2023

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27 June 2023

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Abstract
For tropical forests to survive anthropogenic climate change, the trees that comprise them will need to tolerate the newly emerging conditions through adaptation or acclimation, or they can avoid climate change through range shifts and “species migrations”. In this review, we show that the rapid pace and extreme severity of modern climate change makes it extremely unlikely that tropical tree species can adapt (with some possible exceptions). We also show that while many tropical tree species are shifting their distributions to higher, cooler elevations, the rate of these migrations are mostly insufficient to offset ongoing changes in temperatures, especially in lowland tropical rainforests where thermal gradients are shallow or nonexistent. We argue that the best hope for tropical tree species to avoid becoming “committed to extinction” is acclimation. While several new methods are being developed to test for acclimation, we unfortunately still do not know if tropical tree species can acclimate or what factors may prevent or facilitate acclimation. Until these questions are answered, our ability to predict the fate of tropical species and tropical forests – and the many services that they provide to humanity – remains critically impaired.
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1. Introduction

Despite covering a relatively small fraction of the Earth’s surface [1], rainforests harbor myriad known and unknown species [2,3], and support many millions of humans directly through the production of food and other natural resources [4] and indirectly through a diverse range of important ecosystem services such as carbon sequestration and climate regulation [5,6,7]. Unfortunately, anthropogenic climate change threatens the persistence of many tropical tree species [8], and perhaps even the persistence of tropical rainforests as a whole [9,10].
It is widely recognized that species have a limited number of options for responding to climate change. Specifically, species can tolerate changes in climate through adaptation or acclimation, or they can avoid climate change through species migration. Any species that fail to adapt, acclimate, or migrate will experience decreased performance and may become “committed to extinction” [11]. Here we argue that in the case of tropical trees, the options may be even more limited, and the fate of tropical forests will depend most heavily on the ability of trees to acclimate.

2. Tropical trees are unlikely to be able to adapt to anthropogenic climate change

Evolutionary adaptation (hereafter referred to simply ‘adaptation’) requires heritable changes in a population’s or species’ genotype across multiple generations. Many rainforest tree species are long-lived, with average life spans of several hundred years [12,13] and some individuals reaching ages of more than 1,000 years old [14]. Furthermore, rainforest trees can take decades to reach reproductive maturity [15]. Since adaptation, even at its fastest, requires many generations, the extreme speed at which global warming is now occurring (>2 oC warming per century) relative to the long lifespans and generation times of most trees precludes adaptation as a response [16,17,18]. Indeed, previous studies have shown that rates of thermal niche adaptation by plants (including even non-trees with shorter generation times) after the last glacial maximum were many orders of magnitude slower than required to keep up with subsequent warming [19] and that evolution of tolerance to high temperatures is particularly slow due to intrinsic physical constraints [20,21]. Indeed, tropical tree species and genera typically exhibit strong thermal niche conservatism with closely related taxa tending to occur at similar elevations or temperatures (even when comparing across hemispheres), suggesting that there are evolutionary constraints preventing their adaptation to new elevational/thermal niches, and that speciation occurs most often due to genetic isolation and/or adaptation to non-climatic factors [22,23,24,25,26]. Further bolstering this argument is the fact that many trees, including in the tropics, maintained high climate fidelity through past climate change episodes [27]. Taken together, these findings indicate that tropical tree species could not, or at least did not, respond to past climate change through adaptation. Given that the Earth is now hotter than it has been for >125,000 years [28] and that temperatures continue to rise at rates that are at least an order of magnitude faster than past post-glacial warming and are unprecedented for at least the past 50+ million years (and possibly 250+ million years)[29,30], we contend that adaptation and evolutionary rescue [31] are not viable responses for most tree species to modern anthropogenic climate change.
There are some possible exceptions that are worth highlighting. If, as has been previously posited, plants do not have segregated germlines, then flowers on different branches of long-lived trees would be separated by many generations of cell divisions and therefore may accumulate different somatic mutations [32]. This could potentially increase the genetic variability of a single tree’s offspring and thereby allow for accelerated evolutionary adaptation. Contrary to this idea, newer studies have found that many plants do in fact have ‘functional germlines’ [33,34,35]. This means that the reproductive cells in a tree are separated by fewer cell divisions, which protects them from accumulating somatic mutations and decreases intra-individual genetic variability (i.e., the unit of reproduction in plants is in fact the individual and not the branch or individual flower). However, additional research is clearly needed to understand germline segregation in plants and its effects on adaptability.
A second potential mechanism for accelerated adaptation in trees is that even if the trees themselves are slow to evolve, their microbial symbionts may be able to evolve much faster and help their partner trees “adapt” to changing conditions [36,37,38]. Studies have found that the tolerances of some plants to environmental stressors such as heat, drought, and salt, can be determined at least in part through interactions with endophytic and/or mycorrhizal fungal symbionts [39,40,41,42,43], and potentially even the interactions of the fungi with their viruses [44]. Since these fungal symbionts have much shorter generation times, they may be able to quickly adapt and consequently confer greater tolerances to their partner plants. Alternatively, the plants may shift their interactions to favor symbiotic species that incur increased tolerances [45]. Inoculation experiments have demonstrated the potential for altered mycorrhizal fungi communities to strongly enhance stress tolerances of herbaceous crop plants [46] and temperate trees [45], but at this point, it remains unclear what role fungal symbionts play in determining the environmental tolerances of tropical trees, much less the potential for symbionts to enable tropical tree species to better adapt to rising temperatures [47].

3. Many tropical tree species are shifting their geographic distributions in response to modern climate change, but not fast enough to offset warming

It has been previously said of plants that “it is easier to move than to evolve” [48,49]. Indeed a growing body of research provides strong evidence that modern climate change is forcing many tropical tree species to shift their geographic ranges, or “migrate”, out of the areas that are becoming “too hot” and into areas that were previously “too cold” (e.g., to higher elevations), with important effects on community composition and ecosystem dynamics [50,51,52,53,54,55]. During past climate change episodes, tropical trees were able to migrate fast enough to maintain climate fidelity. However, it appears that species are no longer able to “keep up” and that the current migration rates are markedly slower than what is required for tropical tree species to remain at equilibrium with modern anthropogenic warming [53,56]. For example, Fadrique et al. (2018) documented widespread changes in the functional composition of Andean tree communities consistent with upward species migrations. Specifically, they found that in the Andean plots with repeat censuses, the relative abundances of lowland heat-tolerant (i.e., “thermophilic”) species had increased through time while the abundance of highland species had decreased (a pattern referred to as “community thermophilization”). The rates of compositional change observed in the Andes corresponded to an average species thermal migration rate of just 0.003 or 0.007 °C per year (equivalent to approximately 0.5 or 1.3 m elevation per year) depending on the methods and plots used, which was markedly less than the concurrent regional warming rate of 0.06 °C per year. Similar studies from other forests suggest that tree species migrations and compositional changes may be even slower in lowland tropical areas [57] where climatic gradients are shallow or nonexistent [58,59,60] and thus distances between climate analogs are greatest [61] and climate change velocities are fastest [62].
The slow rates of species migration in the tropics, even in montane systems with steep temperature gradients, may be due to the natural dispersal limitations of the tree species (exasperated by defaunation and the loss of dispersers [63]) as well as the inherent stability of the systems, which hinders migrations and compositional changes. For example, species migrations may be impeded at ecotonal boundaries where factors other than temperatures limit species distributions [64,65]. Indeed, in many parts of the high tropical Andes, the upper elevational limit of tree growth (i.e., the treeline) has remained remarkably stable over the past several decades despite rapidly rising temperatures [66]. In the case of treeline, the stability may be due to the effects of UV radiation, cold nighttime temperatures, cold snaps, or species interactions preventing the expansion or shift of the forest species’ ranges into higher elevations [67,68]. As a visually dramatic ecotone, the treeline has been the focus of numerous studies; other ecotones, such as those occurring at cloudbase or where soil conditions change [69,70,71], may be equally important in setting current and future species’ distributions [64,65] but have received considerably less attention.
Another natural factor that may slow or prevent tree migrations is priority effects [72]. For a species to migrate and expand its range into new areas it will have to compete with the established incumbent species. Incumbent species may be at an inherent advantage and thus may be able to persist and prevent incursions by new species, even as the climate becomes increasingly unsuitable for them. For example, while elevated temperatures in an area may slow the growth of an incumbent tree species and/or prevent it from reproducing, any surviving adults may still prevent more-thermophilic tree species from immigrating and establishing by casting deep shade, producing allelopathic chemicals, or simply by occupying space. If this is the case, then disturbances that hasten the mortality of established trees and thereby reduce priority effects may accelerate species migrations and compositional changes [73]. This will be especially true if the mortality caused by the disturbance is non-random and disproportionately affects the species that are already stressed by the changing climate. An example of this phenomenon comes from Jamaica, where the rate of thermophilization in montane forest communities was greatly accelerated in the years after a strong hurricane that elevated the mortality of highland tree species and subsequently allowed for increased recruitment of the more-thermophilic lowland species [74].
Beyond these natural limitations to species migrations, humans are creating many additional barriers. In the Amazon, deforestation and habitat modification/degradation is reducing the amount of suitable habitat available for species to migrate to and is also increasing the distances that species need to migrate to remain at equilibrium with climate [75,76]. Indeed, it is predicated that for large parts of the Amazon, deforestation will soon sever all connections between analog climates, making it extremely unlikely that any resident tree species will be able to escape rising temperatures through migrations [75].

4. We do not know (yet) if tropical trees can acclimate to climate change

Given their long lifespans, many trees alive today have already experienced >1 oC warming and may live to see an additional 1-2 oC global warming. The rapid pace of climate change relative to trees’ lifespans necessitates that individuals acclimate to changes in climate (i.e., change their behavior, physiology, metabolism, and/or structure through phenotypic plasticity) to maintain consistent performance and fitness.
Previous studies have attempted to test for the acclimation of plants to climate change by examining how performance and/or functional traits vary over natural environmental gradients (e.g., across latitude or elevation), which serve as “space-for-time” proxies for future climate scenarios [77,78]. For example, if there are differences between the traits of individual plants growing in hot places compared to the traits of conspecific plants growing in colder places, this could suggest that the species is capable of acclimating in response to rising temperatures. For example, looking at leaf traits of conspecific trees growing across a temperature and moisture gradient in southern Brazil, Souza et al. (2018) found that variation in morphological and functional traits (and plasticity of traits) was associated with differences in the temperature, aridity, and light availability [79]. As another example, Slot et al. (2021) measured the photosynthetic heat tolerances of leaves from seven tree species growing at different elevations and temperatures in Panama and found that heat tolerances and critical temperatures decrease with elevation and increase with temperature in just over half the species [80]. An important caveat to any studies using large-scale gradients is that they typically include many confounding variables such as spatially patterned changes in precipitation, seasonality, soil type, co-occurring species, etc. [81]. Perhaps even more importantly, any observed differences in traits across large-scale gradients may reflect genetic differentiation and local adaptation of allopatric populations, rather than just the acclimation of individuals [82,83]. Indeed, most studies on tropical gradients focus on interspecific variation and only a much smaller number even attempt to assess intraspecific variation.
By combining gradient-based studies with common gardens or transplant experiments, it may be possible to decouple the roles of adaptation vs. acclimation in determining intraspecific trait variation [e.g., 84,85,86]. Likewise, in situ experimental warming experiments can be used to test for acclimatory responses to rising temperatures [87]. For example, in the Rwanda TREE project, individuals of 20 different tree species have been experimentally transplanted into three montane locations spanning elevations corresponding to a ~6 oC gradient in mean annual temperature (coupled with water and nutrient availability treatments). So far, results from these transplants show mixed evidence for acclimation to higher temperatures. Studies testing for the acclimation of leaf functional traits and photosynthetic parameters in 18 of the species found differences in the responses of species to warming, as well as between successional groups. Specifically, leaf area decreased with warming for early successional but not later successional species, while decreases in leaf mass per area and increases in leaf width-to-length ratio were common in both species groups [88]. Net photosynthesis strongly decreased with warming in both sets of species under dry conditions, but only decreased in later successional species under wet conditions [89]. In another study of three species with different water use strategies and leaf morphologies, all of the species exhibited acclimation of photosynthetic heat tolerances linked to the saturation level of thylakoid membrane lipids when grown at higher temperatures. However, this acclimation was insufficient to offset the higher leaf and air temperatures, leading to narrower thermal safety margins [90]. Finally, a study using two of the same species as above did not find evidence of acclimation in the species’ thermal optima of photosynthesis or other photosynthetic parameters, but did find acclimatory decreases in photosynthetic capacity and leaf respiration in trees grown at the warmer sites [91]. In an analogous transplant study in the Colombian Andes (Montane-acclim), individuals of 15 tree species with different thermal affinities (i.e., 11 cold-affiliated and 4 warm-affiliated species) have been planted into three common-garden sites spanning a 2000-m elevation gradient corresponding to a ~12 oC gradient in mean annual temperatures. Five months after planting, measures of leaf photosynthesis and respiration showed that all tree species continued to perform best at the temperatures closest to their natural distributions but also showed some evidence of acclimation in photosynthetic and respiratory parameters (with patterns suggesting greater plasticity of photosynthetic capacity in the cold-affiliated vs. warm-affiliated species)[92].
In situ warming experiments have likewise produced mixed evidence for acclimation of tropical trees to rising temperatures. The TRACE project applies a 4 oC warming treatment to understory plants in a wet Puerto Rican rainforest using infrared heaters. Studies of the two most common species (both small understory shrubs) have shown contrasting results between species. One species responded to warming through an increase in the temperature at which photosynthesis is optimized but did not show any evidence of acclimation of respiration. The second species did not show any evidence of acclimation of respiration and actually exhibited decreased photosynthetic yields, possibly due to lower stomatal conductances under elevated temperatures [93].
The TRACE, Rwanda TREE, and Montane-acclim projects are all ongoing (along with several other transplant studies and field experiments to test the effects of changing water availability - [e.g., 94,95]). Unfortunately, these sorts of experimental studies are generally not logistically or financially feasible for most tropical forests, are limited to small scales and thus cannot include many species or species interactions (for example, the TRACE warming experiment includes three warming plots and three control plots, each of which are just 12 m2), can usually only test for relatively short-term responses in smaller growth forms or early life stages (since it is logistically infeasible to transplant adult trees, wait for planted seeds to grow into adult trees, or manipulate the climate around large trees - for example, in the TRACE warming experiment, the heaters are <3 m above the ground meaning that only smaller understory plants are included), and apply instantaneous or unrealistically fast warming rates [96,97]. These problems are further compounded in laboratory or chamber-based warming experiments, which can provide precise data on physiological responses to temperature and climate [e.g., 98,99,100] but only for small numbers of isolated and small-statured individuals growing in artificial ex situ conditions.
A potential way to overcome some of the intrinsic limitations of these experimental studies and to test for long-term acclimation in adult trees is through longitudinal studies [83]. In longitudinal studies, traits of interest are measured repeatedly through time on individual trees as the climate changes concurrently. However, due to the relative recency of functional trait studies, the individual-level data required for long-term longitudinal studies are non-existent for tropical trees. Indeed, to look at how functional traits have changed on individual trees due to climate change over the past decades, we would need to go back in time to measure functional traits on the trees that are alive today; fortunately, there are at least two approaches that may allow us to do just this – tree rings and herbarium samples.

5. Tropical dendroecology

Annual tree rings are undoubtably less distinct and less widespread in the tropics than in the temperate and boreal zones, but an increasing number of studies have demonstrated that many tropical tree species (i.e., >230 species; [101,102]) do in fact exhibit visible annual growth rings (including in the wettest perhumid tropical forests [103]). Even in the absence of visible annual rings, it is possible to date wood samples and create chronosequences based on high-resolution isotopic measurements and/or radiocarbon dating [104,105]. Dated wood samples allow for records of individual tree growth rates, wood functional traits (e.g., conduit size and density, cell wall thickness and tissue percentage [106]), and isotopic compositions that can extend back many decades or even centuries. These measurements can be used to test whether or not trees are acclimating to changes in their surrounding environments.
In one study using tree ring measurements to assess patterns of long-term growth in tropical trees, van der Sleen et al. (2015) looked at changes in growth rates and water use efficiency in 12 tropical tree species sampled from three lowland rainforest sites (Bolivia, Thailand, and Cameroon). In accord with the “carbon fertilization” hypothesis, they found significant increases in intrinsic water use efficiency (the rate of moisture loss per unit of carbon gain) in almost all of the species over the past 150 years. They did not, however, find consistent significant changes in site-level tree growth rates [107]. These results are mirrored by findings of dendrochronology studies of other tropical species in other sites [108,109,110], which show that water use efficiency is increasing in many of the tropical sites and species examined to date (with faster increases at drier vs. wetter sites; [111]), while tree growth rates show nonsignificant or inconsistent changes [110,112]. One interpretation of these results is that tropical trees are acclimating their water use efficiency (potentially through changes in stomatal traits and stomatal conductances in response to higher CO2), which reduces the effects of climate change on growth rates.
A more-recent study by Zuidema et al. (2022) collated tree growth measurements from a new tropical tree-ring network and found that annual tree growth rates increased primarily with dry-season precipitation and decreased with dry-season maximum temperature, and that dry-season climate responses were amplified in regions that are drier, hotter, and more climatically variable [113]. Likewise, another recent tree ring study showed that the longevity of trees in the lowland tropics decreases markedly at high temperatures, including temperatures likely to soon be experienced in most lowland tropical forests [102]. Shorter-term plot-based studies also show intraspecific declines in (multi-annual) tropical tree growth and productivity associated with higher temperatures and changes in vapor pressure deficit or water availability [114,115,116,117]. These patterns all suggest that many tropical trees may not be able to acclimate their growth rates to new climates and that global warming could lead to widespread declines in productivity and increases in tree mortality. More work is needed to assess long-term patterns of growth, water use efficiency, and mortality in more tropical sites and more tropical species.

6. Historical collections

Another way that we can look back in time and test for long-term acclimation in individual tropical trees is through the use of herbaria and other historical biological collections [16]. To perform a longitudinal study using herbarium specimens, we would need to measure traits on preserved herbarium specimens and then compare these measurements to measurements of the same traits on new samples collected from the same individual source tree from which the herbarium specimen came [118]. Unfortunately, this is rarely possible since botanical collectors do not typically map or mark their individual source trees. However, during the installation of some permanent tropical forest plots, collections were made of the mapped trees to aid with species identifications, and many of the resulting herbarium specimens include the unique tag number of their original source trees. Therefore, by cross-referencing these tag numbers with the most recent plot census data, it should be possible to identify the source trees that are still alive, relocate these source trees within the plots, and then measure a select suite of functional traits on both the historical and modern samples from these trees to test for changes in the traits of individuals through time in relation to local climate change patterns. We are not aware of any such study from the tropics, but this approach was successfully used by Miller Rushing et al. (2009) to test for acclimation of stomatal traits in individual temperate trees growing in the Arnold Arboretum (Boston, MA, USA). As predicted under carbon fertilization, stomatal densities decreased through time. However, there were also concurrent increases in stomatal guard cell lengths and thus no net changes in water use efficiency [118]. An important caveat is that the trees included in this study were growing in a managed arboretum and thus they may have been buffered from many abiotic and biotic stressors. While not at the individual level, a study from the African tropics used historical herbarium samples to show decreases in species’ average stomatal densities but decreasing water use efficiency over the last 80 years [119]. Other analyses of herbarium samples (again not at the individual level) have shown leaf size, and specifically leaf width, to decrease through time in some tree species in response to global warming [120,121].
While promising, there are clearly many limitations to both the use of tree rings and herbarium samples. Both of these methods are severely limited by a lack of appropriate species, the small number of samples available per species, and the small number of traits that can be measured on each sample (i.e., most leaf traits require fresh leaf material and thus cannot be measured on preserved specimens). In addition, these methods can be biased by factors that are hard to control for such as the effects of ontogeny (age and size) and changing local abiotic and biotic site conditions on leaf and wood traits. Both methods can also suffer from survivorship bias and the overrepresentation of the individuals and species that can acclimate and tolerate new conditions [122,123,124,125,126,127,128,129]. Despite these and other limitations, tree rings and herbarium samples may be our best tools for assessing the long-term acclimation responses of individual trees to past anthropogenic climate change. In the future, we should also be able to conduct repeat trait censuses of the forests and trees that we are studying now to test for any acclimation that is currently underway (towards this aim, we encourage researchers to record sufficient metadata to allow for individual-level resurveys and to make their data and metadata publicly available).
Until we can determine if tropical trees can acclimate or not, our ability to predict the fate of tropical forests is greatly limited [130]. For example, Feeley et al. (2012) modeled the potential changes of local tree diversity in Amazonian ecoregions under various scenarios of climate change and deforestation and with different assumptions about 1) the ability of tree species to migrate, 2) the effects of rising CO2 on water use efficiency, and 3) the ability of species to tolerate higher temperatures through acclimation [131]. By far, the greatest source of uncertainty in the predicted effects of climate change on diversity was the ability of tree species to acclimate or not. If Amazonian trees acclimate to tolerate higher temperatures, then median rates of local tree diversity loss were predicted to be <30% even under the most severe warming and deforestation scenarios. This rate was not dramatically impacted by the ability of species to migrate or by their responses to CO2. If, on the other hand, tropical tree species cannot adequately acclimate to rising temperatures, the median species loss was predicted to exceed 75% even under the most sanguine scenarios of climate change and deforestation (under the most severe warming and deforestation scenarios, median species losses without acclimation were 100%). As before, changing the presumed ability of species to migrate and their response to CO2 had essentially no effects on the results [131].
Beyond improving our ability to predict the effects of climate change, understanding how tropical trees acclimate or not will also help to improve our predictions of climate change itself. Many of the Earth System Models that are used to predict changes in temperature and precipitation incorporate information about vegetation and plant traits [132,133,134,135,136]. To improve accuracy of these models it is important to know how traits vary spatially and temporally due to acclimation. Likewise, it is increasingly recognized that better information about thermal acclimation in tropical trees is needed to properly parameterize Dynamic Global Vegetation Models [137,138,139].

7. Conclusions

Extensive and healthy tropical forests are critical to the future of nature and humanity. Unfortunately, it is not yet clear how the many thousands of tree species that comprise tropical forests are responding to climate change, especially in the face of other anthropogenic disturbances such as habitat loss and defaunation [140]. Given the rapid pace and extreme severity of modern climate change, it is unlikely that tropical tree species can adapt (with the caveat that a small number of species may be able to ‘adapt’ by taking advantage of their mutualistic fungal symbionts’ quicker generation times and adaptability, or by switching mutualistic partners). Many tropical tree species are ‘migrating’; while migrations were sufficient to offset past climate change, they appear insufficient to keep up with current changes in temperatures and precipitation (especially in the context of other anthropogenic disturbances). We argue that the last and best hope for tropical tree species to avoid declines in performance and population densities is acclimation. New methods are being developed to test for acclimation, but at this point we still do not know if tropical tree species can acclimate or what factors may facilitate or prohibit acclimation. As such the future of tropical trees – and thus tropical forests – remains uncertain.

Author Contributions

Conceptualization, K.J.F., M.B-E., R.F., A.T.K.; writing—original draft preparation, K.J.F.; writing—review and editing, K.J.F, M.B-E., R.F., A.T.K. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by The US National Science Foundation, grant number 2227253 awarded to K.J.F.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Feeley, K.J.; Stroud, J.T. Where on Earth are the “tropics”? Frontiers of Biogeography 2018, 10.
  2. Joppa, L.N.; Roberts, D.L.; Myers, N.; Pimm, S.L. Biodiversity hotspots house most undiscovered plant species. Proceedings of the National Academy of Sciences 2011, 108, 13171-13176. [CrossRef]
  3. Gatti, R.C.; Reich, P.B.; Gamarra, J.G.P.; Crowther, T.; Hui, C.; Morera, A.; Bastin, J.-F.; de-Miguel, S.; Nabuurs, G.-J.; Svenning, J.-C.; et al. The number of tree species on Earth. Proceedings of the National Academy of Sciences 2022, 119, e2115329119. [CrossRef]
  4. Fedele, G.; Donatti, C.I.; Bornacelly, I.; Hole, D.G. Nature-dependent people: Mapping human direct use of nature for basic needs across the tropics. Global Environmental Change 2021, 71, 102368. [CrossRef]
  5. Harris, N.L.; Gibbs, D.A.; Baccini, A.; Birdsey, R.A.; De Bruin, S.; Farina, M.; Fatoyinbo, L.; Hansen, M.C.; Herold, M.; Houghton, R.A. Global maps of twenty-first century forest carbon fluxes. Nature Climate Change 2021, 11, 234-240. [CrossRef]
  6. Duque, A.; Peña, M.A.; Cuesta, F.; González-Caro, S.; Kennedy, P.; Phillips, O.L.; Calderón-Loor, M.; Blundo, C.; Carilla, J.; Cayola, L.; et al. Mature Andean forests as globally important carbon sinks and future carbon refuges. Nature Communications 2021, 12, 2138. [CrossRef]
  7. Lawrence, D.; Vandecar, K. Effects of tropical deforestation on climate and agriculture. Nature Climate Change 2015, 5, 27-36. [CrossRef]
  8. ter Steege, H.; Pitman, N.C.A.; Killeen, T.J.; Laurance, W.F.; Peres, C.A.; Guevara, J.E.; Salomão, R.P.; Castilho, C.V.; Amaral, I.L.; Matos, F.D.d.A.; et al. Estimating the global conservation status of more than 15,000 Amazonian tree species. Science Advances 2015, 1, e1500936. [CrossRef]
  9. Amigo, I. When will the Amazon hit a tipping point? Nature 2020, 578, 505-508.
  10. Boulton, C.A.; Lenton, T.M.; Boers, N. Pronounced loss of Amazon rainforest resilience since the early 2000s. Nature Climate Change 2022, 12, 271-278. [CrossRef]
  11. Feeley, K.J.; Rehm, E.M.; Machovina, B. The responses of tropical forest species to global climate change: acclimate, adapt, migrate, or go extinct? . Frontiers in Biogeography 2012, 4, 69-82. [CrossRef]
  12. Laurance, W.F.; Nascimento, H.E.M.; Laurance, S.G.; Condit, R.; D'Angelo, S.; Andrade, A. Inferred longevity of Amazonian rainforest trees based on a long-term demographic study. Forest Ecology and Management 2004, 190, 131-143. [CrossRef]
  13. Chambers, J.; Eldik, T.V.; Southon, J.; Higuchi, N. Tree Age Structure in Tropical Forests of Central Amazonia. In Lessons From Amazonia: The Ecology and Conservation of a Fragmented Forest, Bierregaard, R.O., Jr., Gascon, C., Lovejoy, T.E., Mesquita, R., Eds.; Yale University Press: New Haven, Connecticut, USA, 2001.
  14. Chambers, J.Q.; Higuchi, N.; Schimel, J.P. Ancient trees in Amazonia. Nature 1998, 391, 135. [CrossRef]
  15. Wright, S.J.; Jaramillo, M.A.; Pavon, J.; Condit, R.; Hubbell, S.P.; Foster, R.B. Reproductive size thresholds in tropical trees: variation among individuals, species and forests. Journal of Tropical Ecology 2005, 21, 307-315. [CrossRef]
  16. Anderson, J.; Song, B.H. Plant adaptation to climate change - Where are we? J Syst Evol 2020, 58, 533-545. [CrossRef]
  17. Shaw, R.G.; Etterson, J.R. Rapid climate change and the rate of adaptation: insight from experimental quantitative genetics. New Phytologist 2012, 195, 752-765. [CrossRef]
  18. Smith, S.A.; Donoghue, M.J. Rates of Molecular Evolution Are Linked to Life History in Flowering Plants. Science 2008, 322, 86-89. [CrossRef]
  19. Jezkova, T.; Wiens, J.J. Rates of change in climatic niches in plant and animal populations are much slower than projected climate change. Proceedings of the Royal Society B: Biological Sciences 2016, 283, 20162104. [CrossRef]
  20. Liu, H.; Ye, Q.; Wiens, J.J. Climatic-niche evolution follows similar rules in plants and animals. Nature Ecology & Evolution 2020, 4, 753-763. [CrossRef]
  21. Bennett, J.M.; Sunday, J.; Calosi, P.; Villalobos, F.; Martínez, B.; Molina-Venegas, R.; Araújo, M.B.; Algar, A.C.; Clusella-Trullas, S.; Hawkins, B.A.; et al. The evolution of critical thermal limits of life on Earth. Nature Communications 2021, 12, 1198. [CrossRef]
  22. Ramírez, S.; González-Caro, S.; Phillips, J.; Cabrera, E.; Feeley, K.J.; Duque, Á. The influence of historical dispersal on the phylogenetic structure of tree communities in the tropical Andes. BIOTROPICA 2019, 51, 500-508. [CrossRef]
  23. Griffiths, A.R.; Silman, M.R.; Farfán Rios, W.; Feeley, K.J.; García Cabrera, K.; Meir, P.; Salinas, N.; Dexter, K.G. Evolutionary heritage shapes tree distributions along an Amazon-to-Andes elevation gradient. BIOTROPICA 2022, In Press. [CrossRef]
  24. Wang, Y.; Pineda-Munoz, S.; McGuire, J.L. Plants maintain climate fidelity in the face of dynamic climate change. Proceedings of the National Academy of Sciences 2023, 120, e2201946119. [CrossRef]
  25. Linck, E.B.; Freeman, B.G.; Cadena, C.D.; Ghalambor, C.K. Evolutionary conservatism will limit responses to climate change in the tropics. Biology Letters 2021, 17, 20210363. [CrossRef]
  26. Hardy, O.J.; Couteron, P.; Munoz, F.; Ramesh, B.R.; Pélissier, R. Phylogenetic turnover in tropical tree communities: impact of environmental filtering, biogeography and mesoclimatic niche conservatism. Global Ecology and Biogeography 2012, 21, 1007-1016. [CrossRef]
  27. Bush, M.B.; Silman, M.R.; Urrego, D.H. 48,000 years of climate and forest change in a biodiversity hot spot. Science 2004, 303, 827-829. [CrossRef]
  28. IPCC. Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change. Masson-Delmotte, V., Zhai, P., Pirani, A., Connors, S.L., Péan, C., Berger, S., Caud, N., Chen, Y., Goldfarb, L., Gomis, M.I., et al., Eds.; Cambridge University Press: Cambridge, United Kingdom and New York, NY, USA, 2021.
  29. Mann, M.E.; Zhang, Z.; Hughes, M.K.; Bradley, R.S.; Miller, S.K.; Rutherford, S.; Ni, F. Proxy-based reconstructions of hemispheric and global surface temperature variations over the past two millennia. Proceedings of the National Academy of Sciences 2008, 105, 13252. [CrossRef]
  30. Kemp, D.B.; Eichenseer, K.; Kiessling, W. Maximum rates of climate change are systematically underestimated in the geological record. Nature Communications 2015, 6, 8890. [CrossRef]
  31. Bell, G. Evolutionary Rescue. Annual Review of Ecology, Evolution, and Systematics 2017, 48, 605-627. [CrossRef]
  32. Hanlon, V.C.T.; Otto, S.P.; Aitken, S.N. Somatic mutations substantially increase the per-generation mutation rate in the conifer Picea sitchensis. Evolution Letters 2019, 3, 348-358. [CrossRef]
  33. Lanfear, R. Do plants have a segregated germline? PLOS Biology 2018, 16, e2005439. [CrossRef]
  34. Schmid-Siegert, E.; Sarkar, N.; Iseli, C.; Calderon, S.; Gouhier-Darimont, C.; Chrast, J.; Cattaneo, P.; Schütz, F.; Farinelli, L.; Pagni, M.; et al. Low number of fixed somatic mutations in a long-lived oak tree. Nature Plants 2017, 3, 926-929. [CrossRef]
  35. Watson, J.M.; Platzer, A.; Kazda, A.; Akimcheva, S.; Valuchova, S.; Nizhynska, V.; Nordborg, M.; Riha, K. Germline replications and somatic mutation accumulation are independent of vegetative life span in <i>Arabidopsis</i>. Proceedings of the National Academy of Sciences 2016, 113, 12226-12231. [CrossRef]
  36. Suryanarayanan, T.S.; Shaanker, R.U. Can fungal endophytes fast-track plant adaptations to climate change? Fungal Ecology 2021, 50, 101039. [CrossRef]
  37. Usman, M.; Ho-Plágaro, T.; Frank, H.E.R.; Calvo-Polanco, M.; Gaillard, I.; Garcia, K.; Zimmermann, S.D. Mycorrhizal Symbiosis for Better Adaptation of Trees to Abiotic Stress Caused by Climate Change in Temperate and Boreal Forests. Frontiers in Forests and Global Change 2021, 4. [CrossRef]
  38. Afkhami, M.E. Past microbial stress benefits tree resilience. Science 2023, 380, 798-799. [CrossRef]
  39. Rodriguez, R.; Redman, R. More than 400 million years of evolution and some plants still can't make it on their own: plant stress tolerance via fungal symbiosis. Journal of Experimental Botany 2008, 59, 1109-1114. [CrossRef]
  40. Rodriguez, R.J.; Henson, J.; Van Volkenburgh, E.; Hoy, M.; Wright, L.; Beckwith, F.; Kim, Y.-O.; Redman, R.S. Stress tolerance in plants via habitat-adapted symbiosis. The ISME Journal 2008, 2, 404-416. [CrossRef]
  41. Redman, R.S.; Sheehan, K.B.; Stout, R.G.; Rodriguez, R.J.; Henson, J.M. Thermotolerance Generated by Plant/Fungal Symbiosis. Science 2002, 298, 1581-1581. [CrossRef]
  42. Begum, N.; Qin, C.; Ahanger, M.A.; Raza, S.; Khan, M.I.; Ashraf, M.; Ahmed, N.; Zhang, L. Role of Arbuscular Mycorrhizal Fungi in Plant Growth Regulation: Implications in Abiotic Stress Tolerance. Frontiers in Plant Science 2019, 10. [CrossRef]
  43. Liu, H.; Brettell, L.E.; Qiu, Z.; Singh, B.K. Microbiome-Mediated Stress Resistance in Plants. Trends in Plant Science 2020, 25, 733-743. [CrossRef]
  44. Márquez, L.M.; Redman, R.S.; Rodriguez, R.J.; Roossinck, M.J. A Virus in a Fungus in a Plant: Three-Way Symbiosis Required for Thermal Tolerance. Science 2007, 315, 513-515. [CrossRef]
  45. Allsup, C.M.; George, I.; Lankau, R.A. Shifting microbial communities can enhance tree tolerance to changing climates. Science 2023, 380, 835-840. [CrossRef]
  46. Reva, M.; Cano, C.; Herrera, M.-A.; Bago, A. Arbuscular Mycorrhizal Inoculation Enhances Endurance to Severe Heat Stress in Three Horticultural Crops. HortScience horts 2021, 56, 396-406. [CrossRef]
  47. Mohan, J.E.; Cowden, C.C.; Baas, P.; Dawadi, A.; Frankson, P.T.; Helmick, K.; Hughes, E.; Khan, S.; Lang, A.; Machmuller, M.; et al. Mycorrhizal fungi mediation of terrestrial ecosystem responses to global change: mini-review. Fungal Ecology 2014, 10, 3-19. [CrossRef]
  48. Donoghue, M.J. A phylogenetic perspective on the distribution of plant diversity. Proceedings of the National Academy of Sciences 2008, 105, 11549-11555. [CrossRef]
  49. Edwards, E.J.; Donoghue, M.J. Is it easy to move and easy to evolve? Evolutionary accessibility and adaptation. Journal of Experimental Botany 2013, 64, 4047-4052. [CrossRef]
  50. Feeley, K.J.; Silman, M.R.; Bush, M.B.; Farfan, W.; Cabrera, K.G.; Malhi, Y.; Meir, P.; Revilla, N.S.; Quisiyupanqui, M.N.R.; Saatchi, S. Upslope migration of Andean trees. Journal of Biogeography 2011, 38, 783-791. [CrossRef]
  51. Feeley, K.J.; Hurtado, J.; Saatchi, S.; Silman, M.R.; Clark, D.B. Compositional shifts in Costa Rican forests due to climate-driven species migrations. Global Change Biology 2013, 19, 3472-2480. [CrossRef]
  52. Duque, A.; Stevenson, P.; Feeley, K.J. Thermophilization of adult and juvenile tree communities in the northern tropical Andes. Proceedings of the National Academy of Sciences USA 2015, 112, 10744-10749. [CrossRef]
  53. Fadrique, B.; Báez, S.; Duque, Á.; Malizia, A.; Blundo, C.; Carilla, J.; Osinaga-Acosta, O.; Malizia, L.; Silman, M.; Farfán-Ríos, W.; et al. Widespread but heterogeneous responses of Andean forests to climate change. Nature 2018, 564, 207-212. [CrossRef]
  54. Feeley, K.J.; Davies, S.J.; Perez, R.; Hubbell, S.P.; Foster, R.B. Directional changes in the species composition of a tropical forest. Ecology 2011, 92, 871-882. [CrossRef]
  55. Feeley, K.J. Distributional migrations, expansions, and contractions of tropical plant species as revealed in dated herbarium records. Global Change Biology 2012, 18, 1335–1341. [CrossRef]
  56. Freeman, B.G.; Song, Y.; Feeley, K.J.; Zhu, K. Montane species track rising temperatures better in the tropics than in the temperate zone. Ecology letters 2021, 24, 1697-1708. [CrossRef]
  57. Esquivel-Muelbert, A.; Baker, T.R.; Dexter, K.G.; Lewis, S.L.; Brienen, R.J.; Feldpausch, T.R.; Lloyd, J.; Monteagudo-Mendoza, A.; Arroyo, L.; Álvarez-Dávila, E. Compositional response of Amazon forests to climate change. Global change biology 2019, 25, 39-56. [CrossRef]
  58. Gaston, K.J.; Chown, S.L. Why Rapoport's Rule Does Not Generalise. Oikos 1999, 84, 309-312. [CrossRef]
  59. Terborgh, J. On the Notion of Favorableness in Plant Ecology. The American Naturalist 1973, 107, 481-501. [CrossRef]
  60. Colwell, R.K.; Brehm, G.; Cardelus, C.L.; Gilman, A.C.; Longino, J.T. Global warming, elevational range shifts, and lowland biotic attrition in the wet tropics. Science 2008, 322, 258-261. [CrossRef]
  61. Wright, S.J.; Muller-Landau, H.C.; Schipper, J. The future of tropical species on a warmer planet. Conservation Biology 2009, 23, 1418-1426. [CrossRef]
  62. Loarie, S.R.; Duffy, P.B.; Hamilton, H.; Asner, G.P.; Field, C.B.; Ackerly, D.D. The velocity of climate change. Nature 2009, 462, 1052-1056. [CrossRef]
  63. Fricke, E.C.; Ordonez, A.; Rogers, H.S.; Svenning, J.-C. The effects of defaunation on plants&#x2019; capacity to track climate change. Science 2022, 375, 210-214. [CrossRef]
  64. Rehm, E.; Feeley, K.J. Many species risk mountain top extinction long before they reach the top. Frontiers of Biogeography 2016, 8. [CrossRef]
  65. Feeley, K.J.; Rehm, E.M.; Stroud, J. There are many barriers to species' migrations. Frontiers of biogeography 2014, 6. [CrossRef]
  66. Lutz, D.A.; Powell, R.L.; Silman, M.R. Four decades of Andean timberline migration and implications for biodiversity loss with climate change. PLoS ONE 2013, 8, e74496. [CrossRef]
  67. Rehm, E.M.; Feeley, K.J. The inability of tropical cloud forest species to invade grasslands above treeline during climate change: potential explanations and consequences. Ecography 2015, 38, 1167-1175. [CrossRef]
  68. Rehm, E.M.; Feeley, K.J. Freezing temperatures as a limit to forest recruitment above tropical Andean treelines. Ecology 2015, 96, 1856-1865. [CrossRef]
  69. Girardin, C.A.J.; Malhi, Y.; Aragao, L.; Mamani, M.; Huaraca Huasco, W.; Durand, L.; Feeley, K.; Rapp, J.; SILVA-ESPEJO, J.; Silman, M. Net primary productivity allocation and cycling of carbon along a tropical forest elevational transect in the Peruvian Andes. Global Change Biology 2010, 16, 3176-3192. [CrossRef]
  70. Huasco, W.H.; Girardin, C.A.J.; Doughty, C.E.; Metcalfe, D.B.; Baca, L.D.; Silva-Espejo, J.E.; Cabrera, D.G.; Aragão, L.E.O.C.; Davila, A.R.; Marthews, T.R.; et al. Seasonal production, allocation and cycling of carbon in two mid-elevation tropical montane forest plots in the Peruvian Andes. Plant Ecology & Diversity 2014, 7, 125-142. [CrossRef]
  71. Higgins, M.A.; Ruokolainen, K.; Tuomisto, H.; Llerena, N.; Cardenas, G.; Phillips, O.L.; Vásquez, R.; Räsänen, M. Geological control of floristic composition in Amazonian forests. Journal of Biogeography 2011, 38, 2136-2149. [CrossRef]
  72. Fadrique, B.; Feeley, K.J. Commentary: Novel competitors shape species' responses to climate change. Frontiers in Ecology and Evolution 2016, 4. [CrossRef]
  73. Boisvert-Marsh, L.; de Blois, S. Unravelling potential northward migration pathways for tree species under climate change. Journal of Biogeography 2021, 48, 1088-1100. [CrossRef]
  74. Tanner, E.V.J.; Bellingham, P.J.; Healey, J.R.; Feeley, K.J. Hurricane disturbance accelerated the thermophilization of a Jamaican montane forest. Ecography 2022, 2022, e06100. [CrossRef]
  75. Feeley, K.J.; Rehm, E.M. Amazon's vulnerability to climate change heightened by deforestation and man-made dispersal barriers. Global Change Biology 2012, 18, 3606-3614. [CrossRef]
  76. Senior, R.A.; Hill, J.K.; Edwards, D.P. Global loss of climate connectivity in tropical forests. Nature Climate Change 2019, 9, 623-626. [CrossRef]
  77. Tito, R.; Vasconcelos, H.L.; Feeley, K.J. Mountain ecosystems as natural laboratories for climate change experiments. Frontiers in Forests and Global Change 2020, 3, 38. [CrossRef]
  78. De Frenne, P.; Rodríguez-Sánchez, F.; Coomes, D.A.; Baeten, L.; Verstraeten, G.; Vellend, M.; Bernhardt-Römermann, M.; Brown, C.D.; Brunet, J.; Cornelis, J. Microclimate moderates plant responses to macroclimate warming. Proceedings of the National Academy of Sciences 2013, 110, 18561-18565. [CrossRef]
  79. Souza, M.L.; Duarte, A.A.; Lovato, M.B.; Fagundes, M.; Valladares, F.; Lemos-Filho, J.P. Climatic factors shaping intraspecific leaf trait variation of a neotropical tree along a rainfall gradient. PLOS ONE 2018, 13, e0208512. [CrossRef]
  80. Slot, M.; Cala, D.; Aranda, J.; Virgo, A.; Michaletz, S.T.; Winter, K. Leaf heat tolerance of 147 tropical forest species varies with elevation and leaf functional traits, but not with phylogeny. Plant, Cell & Environment 2021, 44, 2414-2427. [CrossRef]
  81. Spence, A.R.; Tingley, M.W. The challenge of novel abiotic conditions for species undergoing climate-induced range shifts. Ecography 2020, 43, 1571-1590. [CrossRef]
  82. Halbritter, A.H.; Fior, S.; Keller, I.; Billeter, R.; Edwards, P.J.; Holderegger, R.; Karrenberg, S.; Pluess, A.R.; Widmer, A.; Alexander, J.M. Trait differentiation and adaptation of plants along elevation gradients. Journal of Evolutionary Biology 2018, 31, 784-800. [CrossRef]
  83. Hoffmann, A.A.; Sgro, C.M. Climate change and evolutionary adaptation. Nature 2011, 470, 479-485. [CrossRef]
  84. Henn, J.J.; Buzzard, V.; Enquist, B.J.; Halbritter, A.H.; Klanderud, K.; Maitner, B.S.; Michaletz, S.T.; Pötsch, C.; Seltzer, L.; Telford, R.J.; et al. Intraspecific Trait Variation and Phenotypic Plasticity Mediate Alpine Plant Species Response to Climate Change. Frontiers in Plant Science 2018, 9. [CrossRef]
  85. Pfennigwerth, A.A.; Bailey, J.K.; Schweitzer, J.A. Trait variation along elevation gradients in a dominant woody shrub is population-specific and driven by plasticity. AoB PLANTS 2017, 9. [CrossRef]
  86. Aspinwall, M.J.; Vårhammar, A.; Blackman, C.J.; Tjoelker, M.G.; Ahrens, C.; Byrne, M.; Tissue, D.T.; Rymer, P.D. Adaptation and acclimation both influence photosynthetic and respiratory temperature responses in Corymbia calophylla. Tree Physiology 2017, 37, 1095-1112. [CrossRef]
  87. Chung, H.; Muraoka, H.; Nakamura, M.; Han, S.; Muller, O.; Son, Y. Experimental warming studies on tree species and forest ecosystems: a literature review. Journal of Plant Research 2013, 126, 447-460. [CrossRef]
  88. Manishimwe, A.; Ntirugulirwa, B.; Zibera, E.; Nyirambangutse, B.; Mujawamariya, M.; Dusenge, M.E.; Bizuru, E.; Nsabimana, D.; Uddling, J.; Wallin, G. Warming Responses of Leaf Morphology Are Highly Variable among Tropical Tree Species. Forests 2022, 13, 219. [CrossRef]
  89. Mujawamariya, M.; Wittemann, M.; Dusenge, M.E.; Manishimwe, A.; Ntirugulirwa, B.; Zibera, E.; Nsabimana, D.; Wallin, G.; Uddling, J. Contrasting warming responses of photosynthesis in early- and late-successional tropical trees. Tree Physiology 2023. [CrossRef]
  90. Tarvainen, L.; Wittemann, M.; Mujawamariya, M.; Manishimwe, A.; Zibera, E.; Ntirugulirwa, B.; Ract, C.; Manzi, O.J.L.; Andersson, M.X.; Spetea, C.; et al. Handling the heat – photosynthetic thermal stress in tropical trees. New Phytologist 2022, 233, 236-250. [CrossRef]
  91. Dusenge, M.E.; Wittemann, M.; Mujawamariya, M.; Ntawuhiganayo, E.B.; Zibera, E.; Ntirugulirwa, B.; Way, D.A.; Nsabimana, D.; Uddling, J.; Wallin, G. Limited thermal acclimation of photosynthesis in tropical montane tree species. Global Change Biology 2021, 27, 4860-4878. [CrossRef]
  92. Cox, A.J.F.; Hartley, I.P.; Meir, P.; Sitch, S.; Dusenge, M.E.; Restrepo, Z.; González-Caro, S.; Villegas, J.C.; Uddling, J.; Mercado, L.M. Acclimation of photosynthetic capacity and foliar respiration in Andean tree species to temperature change. New Phytologist 2023, 238, 2329-2344. [CrossRef]
  93. Carter, K.R.; Wood, T.E.; Reed, S.C.; Schwartz, E.C.; Reinsel, M.B.; Yang, X.; Cavaleri, M.A. Photosynthetic and Respiratory Acclimation of Understory Shrubs in Response to in situ Experimental Warming of a Wet Tropical Forest. Frontiers in Forests and Global Change 2020, 3. [CrossRef]
  94. Brum, M.; Vadeboncoeur, M.; Asbjornsen, H.; Puma Vilca, B.L.; Galiano, D.; Horwath, A.B.; Metcalfe, D.B. ‘Ecophysiological controls on water use of tropical cloud forest trees in response to experimental drought’. Tree Physiology 2023. [CrossRef]
  95. Bartholomew, D.C.; Bittencourt, P.R.L.; da Costa, A.C.L.; Banin, L.F.; de Britto Costa, P.; Coughlin, S.I.; Domingues, T.F.; Ferreira, L.V.; Giles, A.; Mencuccini, M.; et al. Small tropical forest trees have a greater capacity to adjust carbon metabolism to long-term drought than large canopy trees. Plant, Cell & Environment 2020, 43, 2380-2393. [CrossRef]
  96. Kimball, B.A.; Alonso-Rodríguez, A.M.; Cavaleri, M.A.; Reed, S.C.; González, G.; Wood, T.E. Infrared heater system for warming tropical forest understory plants and soils. Ecology and Evolution 2018, 8, 1932-1944. [CrossRef]
  97. Cavaleri, M.A.; Reed, S.C.; Smith, W.K.; Wood, T.E. Urgent need for warming experiments in tropical forests. Global Change Biology 2015, 21, 2111-2121. [CrossRef]
  98. Slot, M.; Winter, K. Photosynthetic acclimation to warming in tropical forest tree seedlings. Journal of Experimental Botany 2017, 68, 2275-2284. [CrossRef]
  99. Cheesman, A.W.; Winter, K. Growth response and acclimation of CO2 exchange characteristics to elevated temperatures in tropical tree seedlings. Journal of Experimental Botany 2013, 64, 3817-3828. [CrossRef]
  100. Wittemann, M.; Andersson, M.X.; Ntirugulirwa, B.; Tarvainen, L.; Wallin, G.; Uddling, J. Temperature acclimation of net photosynthesis and its underlying component processes in four tropical tree species. Tree Physiology 2022, 42, 1188-1202. [CrossRef]
  101. Brienen, R.J.W.; Schöngart, J.; Zuidema, P.A. Tree Rings in the Tropics: Insights into the Ecology and Climate Sensitivity of Tropical Trees. In Tropical Tree Physiology: Adaptations and Responses in a Changing Environment, Goldstein, G., Santiago, L.S., Eds.; Springer International Publishing: Cham, 2016; pp. 439-461. [CrossRef]
  102. Locosselli, G.M.; Brienen, R.J.W.; Leite, M.d.S.; Gloor, M.; Krottenthaler, S.; Oliveira, A.A.d.; Barichivich, J.; Anhuf, D.; Ceccantini, G.; Schöngart, J.; et al. Global tree-ring analysis reveals rapid decrease in tropical tree longevity with temperature. Proceedings of the National Academy of Sciences 2020, 117, 33358-33364. [CrossRef]
  103. Giraldo, J.A.; del Valle, J.I.; González-Caro, S.; David, D.A.; Taylor, T.; Tobón, C.; Sierra, C.A. Tree growth periodicity in the ever-wet tropical forest of the Americas. Journal of Ecology 2023, 111, 889-902. [CrossRef]
  104. Worbes, M.; Junk, W.J. Dating Tropical Trees by Means of 14C From Bomb Tests. Ecology 1989, 70, 503-507. [CrossRef]
  105. Anchukaitis, K.J.; Evans, M.N.; Wheelwright, N.T.; Schrag, D.P. Stable isotope chronology and climate signal calibration in neotropical montane cloud forest trees. Journal of Geophysical Research: Biogeosciences 2008, 113. [CrossRef]
  106. Fonti, P.; von Arx, G.; García-González, I.; Eilmann, B.; Sass-Klaassen, U.; Gärtner, H.; Eckstein, D. Studying global change through investigation of the plastic responses of xylem anatomy in tree rings. New Phytologist 2010, 185, 42-53. [CrossRef]
  107. van der Sleen, P.; Groenendijk, P.; Vlam, M.; Anten, N.P.; Boom, A.; Bongers, F.; Pons, T.L.; Terburg, G.; Zuidema, P.A. No growth stimulation of tropical trees by 150 years of CO 2 fertilization but water-use efficiency increased. Nature geoscience 2015, 8, 24. [CrossRef]
  108. Nock, C.A.; Baker, P.J.; Wanek, W.; Leis, A.; Grabner, M.; Bunyavejchewin, S.; Hietz, P. Long-term increases in intrinsic water-use efficiency do not lead to increased stem growth in a tropical monsoon forest in western Thailand. Global Change Biology 2011, 17, 1049-1063. [CrossRef]
  109. Battipaglia, G.; Zalloni, E.; Castaldi, S.; Marzaioli, F.; Cazzolla-Gatti, R.; Lasserre, B.; Tognetti, R.; Marchetti, M.; Valentini, R. Long tree-ring chronologies provide evidence of recent tree growth decrease in a central African tropical forest. PloS one 2015, 10, e0120962. [CrossRef]
  110. Urrutia-Jalabert, R.; Malhi, Y.; Barichivich, J.; Lara, A.; Delgado-Huertas, A.; Rodríguez, C.G.; Cuq, E. Increased water use efficiency but contrasting tree growth patterns in Fitzroya cupressoides forests of southern Chile during recent decades. Journal of Geophysical Research: Biogeosciences 2015, 120, 2505-252410 . [CrossRef]
  111. Adams, M.A.; Buckley, T.N.; Turnbull, T.L. Rainfall drives variation in rates of change in intrinsic water use efficiency of tropical forests. Nature Communications 2019, 10, 3661. [CrossRef]
  112. Groenendijk, P.; Van Der Sleen, P.; Vlam, M.; Bunyavejchewin, S.; Bongers, F.; Zuidema, P.A. No evidence for consistent long-term growth stimulation of 13 tropical tree species: results from tree-ring analysis. Global change biology 2015, 21, 3762-3776. [CrossRef]
  113. Zuidema, P.A.; Babst, F.; Groenendijk, P.; Trouet, V.; Abiyu, A.; Acuña-Soto, R.; Adenesky-Filho, E.; Alfaro-Sánchez, R.; Aragão, J.R.V.; Assis-Pereira, G.; et al. Tropical tree growth driven by dry-season climate variability. Nature Geoscience 2022, 15, 269-276. [CrossRef]
  114. Feeley, K.J.; Wright, S.J.; Supardi, M.N.N.; Kassim, A.R.; Davies, S.J. Decelerating growth in tropical forest trees. Ecology Letters 2007, 10, 461-469. [CrossRef]
  115. Dong, S.X.; Davies, S.J.; Ashton, P.S.; Bunyavejchewin, S.; Supardi, M.N.N.; Kassim, A.R.; Tan, S.; Moorcroft, P.R. Variability in solar radiation and temperature explains observed patterns and trends in tree growth rates across four tropical forests. Proceedings of the Royal Society B: Biological Sciences 2012, 279, 3923-3931. [CrossRef]
  116. Clark, D.B.; Clark, D.A.; Oberbauer, S.F. Annual wood production in a tropical rain forest in NE Costa Rica linked to climatic variation but not to increasing CO2. Global Change Biology 2010, 16, 747-759. [CrossRef]
  117. Bauman, D.; Fortunel, C.; Cernusak, L.A.; Bentley, L.P.; McMahon, S.M.; Rifai, S.W.; Aguirre-Gutiérrez, J.; Oliveras, I.; Bradford, M.; Laurance, S.G.W.; et al. Tropical tree growth sensitivity to climate is driven by species intrinsic growth rate and leaf traits. Global Change Biology 2022, 28, 1414-1432. [CrossRef]
  118. Miller-Rushing, A.J.; Primack, R.B.; Templer, P.H.; Rathbone, S.; Mukunda, S. Long-term relationships among atmospheric CO2, stomata, and intrinsic water use efficiency in individual trees. American Journal of Botany 2009, 96, 1779-1786. [CrossRef]
  119. Bauters, M.; Meeus, S.; Barthel, M.; Stoffelen, P.; De Deurwaerder, H.P.T.; Meunier, F.; Drake, T.W.; Ponette, Q.; Ebuy, J.; Vermeir, P.; et al. Century-long apparent decrease in intrinsic water-use efficiency with no evidence of progressive nutrient limitation in African tropical forests. Global Change Biology 2020, 26, 4449-4461. [CrossRef]
  120. Guerin, G.R.; Wen, H.; Lowe, A.J. Leaf morphology shift linked to climate change. Biology letters 2012, 8, 882-886. [CrossRef]
  121. Li, Y.; Zou, D.; Shrestha, N.; Xu, X.; Wang, Q.; Jia, W.; Wang, Z. Spatiotemporal variation in leaf size and shape in response to climate. Journal of Plant Ecology 2019, 13, 87-96. [CrossRef]
  122. Brienen, R.J.; Zuidema, P.A.; During, H.J. Autocorrelated growth of tropical forest trees: unraveling patterns and quantifying consequences. Forest Ecology and Management 2006, 237, 179-190. [CrossRef]
  123. Bowman, D.M.; Brienen, R.J.; Gloor, E.; Phillips, O.L.; Prior, L.D. Detecting trends in tree growth: not so simple. Trends in plant science 2013, 18, 11-17. [CrossRef]
  124. Nehrbass-Ahles, C.; Babst, F.; Klesse, S.; Nötzli, M.; Bouriaud, O.; Neukom, R.; Dobbertin, M.; Frank, D. The influence of sampling design on tree-ring-based quantification of forest growth. Global change biology 2014, 20, 2867-2885. [CrossRef]
  125. Brienen, R.J.; Gloor, E.; Zuidema, P.A. Detecting evidence for CO2 fertilization from tree ring studies: The potential role of sampling biases. Global Biogeochemical Cycles 2012, 26. [CrossRef]
  126. Peters, R.L.; Groenendijk, P.; Vlam, M.; Zuidema, P.A. Detecting long-term growth trends using tree rings: a critical evaluation of methods. Global change biology 2015, 21, 2040-2054. [CrossRef]
  127. Brienen, R.J.; Gloor, M.; Ziv, G. Tree demography dominates long-term growth trends inferred from tree rings. Global change biology 2017, 23, 474-484. [CrossRef]
  128. Duchesne, L.; Houle, D.; Ouimet, R.; Caldwell, L.; Gloor, M.; Brienen, R. Large apparent growth increases in boreal forests inferred from tree-rings are an artefact of sampling biases. Scientific reports 2019, 9, 6832. [CrossRef]
  129. Klesse, S.; DeRose, R.J.; Guiterman, C.H.; Lynch, A.M.; O’Connor, C.D.; Shaw, J.D.; Evans, M.E. Sampling bias overestimates climate change impacts on forest growth in the southwestern United States. Nature communications 2018, 9, 5336. [CrossRef]
  130. Corlett, R.T. Impacts of warming on tropical lowland rainforests. Trends in Ecology & Evolution 2011. [CrossRef]
  131. Feeley, K.J.; Malhi, Y.; Zelazowski, P.; Silman, M.R. The relative importance of deforestation, precipitation change, and temperature sensitivity in determining the future distributions and diversity of Amazonian plant species. Global Change Biology 2012, 18, 2636–2647. [CrossRef]
  132. Yang, Y.; Zhu, Q.; Peng, C.; Wang, H.; Chen, H. From plant functional types to plant functional traits:A new paradigm in modelling global vegetation dynamics. Progress in Physical Geography: Earth and Environment 2015, 39, 514-535. [CrossRef]
  133. Madani, N.; Kimball, J.S.; Ballantyne, A.P.; Affleck, D.L.R.; van Bodegom, P.M.; Reich, P.B.; Kattge, J.; Sala, A.; Nazeri, M.; Jones, M.O.; et al. Future global productivity will be affected by plant trait response to climate. Scientific Reports 2018, 8, 2870. [CrossRef]
  134. Rogers, A.; Medlyn, B.E.; Dukes, J.S.; Bonan, G.; von Caemmerer, S.; Dietze, M.C.; Kattge, J.; Leakey, A.D.B.; Mercado, L.M.; Niinemets, Ü.; et al. A roadmap for improving the representation of photosynthesis in Earth system models. New Phytologist 2017, 213, 22-42. [CrossRef]
  135. Kumarathunge, D.P.; Medlyn, B.E.; Drake, J.E.; Tjoelker, M.G.; Aspinwall, M.J.; Battaglia, M.; Cano, F.J.; Carter, K.R.; Cavaleri, M.A.; Cernusak, L.A.; et al. Acclimation and adaptation components of the temperature dependence of plant photosynthesis at the global scale. New Phytologist 2019, 222, 768-784. [CrossRef]
  136. Kovenock, M.; Swann, A.L.S. Leaf Trait Acclimation Amplifies Simulated Climate Warming in Response to Elevated Carbon Dioxide. Global Biogeochemical Cycles 2018, 32, 1437-1448. [CrossRef]
  137. Oliver, R.J.; Mercado, L.M.; Clark, D.B.; Huntingford, C.; Taylor, C.M.; Vidale, P.L.; McGuire, P.C.; Todt, M.; Folwell, S.; Shamsudheen Semeena, V. Improved representation of plant physiology in the JULES-vn5. 6 land surface model: photosynthesis, stomatal conductance and thermal acclimation. Geoscientific Model Development 2022, 15, 5567-5592. [CrossRef]
  138. Mercado, L.M.; Medlyn, B.E.; Huntingford, C.; Oliver, R.J.; Clark, D.B.; Sitch, S.; Zelazowski, P.; Kattge, J.; Harper, A.B.; Cox, P.M. Large sensitivity in land carbon storage due to geographical and temporal variation in the thermal response of photosynthetic capacity. New Phytol 2018, 218, 1462-1477. [CrossRef]
  139. Smith, N.G.; Dukes, J.S. Plant respiration and photosynthesis in global-scale models: incorporating acclimation to temperature and CO2. Global Change Biology 2013, 19, 45-63. [CrossRef]
  140. Corlett, R.T. Climate change in the tropics: The end of the world as we know it? Biological Conservation 2012, 151, 22-25.
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