1. Introduction
Soil respiration, defined as CO
2 emission from the soil surface through the activities of soil microbes, plant roots, and other organisms, is one of the major pathways to release carbon fixed by vegetation into the atmosphere [
1,
2]. Because the quantity of carbon stored in soils is double that stored in either the atmosphere or the terrestrial vegetation, soil respiration is a critical component in the global carbon cycle [
1,
3]. Tropical biosphere stores 46% of the world’s living terrestrial carbon and 11% of the world’s soil carbon [
4] and is sensitive to changes in climate [
5,
6,
7], therefore, it plays an important role in global C dynamics [
8]. At steady state, the carbon emission from soil, as the second largest carbon flux between the atmosphere and the terrestrial biomes, can be balanced by CO
2 net uptake by plants (net primary production, NPP) [
1,
9]. However, any small changes in soil respiration and carbon caused by climate change could have huge impacts on the global carbon cycle and future global climate [
2,
9]. With the ongoing and predicted warming/drought in the tropics [
10,
11], tropical ecosystems might change from a C sink to a C source.
Soil respiration involves the interactions among plant roots, rhizosphere, soil microbes, soil fauna, and physicochemical conditions [
12]. Previous experiments have indicated that changes in environmental conditions would affect the soil respiration rate and might have a significant impact on the global carbon cycle [
9,
13,
14,
15]. Soil temperature, moisture, and the carbon substrate available for microorganisms (which is related to vegetation type) are major factors influencing the soil respiration rate at a given site [
13,
16,
17,
18].
Temperature is thought to be the primary driver of soil respiration [
3,
19,
20,
21]. Soil respiration generally increases exponentially with temperature [
14,
15,
22] to maintain the increased metabolism of plant roots, soil microbes, and soil fauna [
23,
24,
25]. When temperature reaches a certain maximum point, most of the enzymatic activity involved in respiration will be inhibited due to enzyme malfunction, and soil respiration stops increasing [
26,
27]. The optimal temperature for cryophiles is below 20 °C whereas that for mesophiles and thermophiles is 20 °C–40 °C and above 40 °C, respectively [
28].
Soil moisture is generally considered to positively correlate with soil respiration [
14,
26]. Soil respiration, especially root respiration, is relatively low in dry conditions, and increases to a maximum in intermediate moisture conditions [
14,
17]. Although some microorganisms develop strategies to survive and grow under low soil moisture conditions [
27,
29], water deficiency prevails to limit activities of soil fauna and microbes. On the other hand, when soil is saturated, oxygen can be limited. Anaerobic conditions suppress aerobic microbial activities, resulting in limited soil respiration [
15,
26,
27]. Soil moisture also affects the availability of soil nutrients [
27,
30]. Some of the nutrients available to plants and soil microorganisms need to be dissolved in water (e.g., N) [
22,
31,
32]. The influence of soil moisture on soil respiration varies greatly among ecosystems. Changes in soil moisture can have a significant influence in semiarid ecosystems [
16], but may not significantly alter soil respiration for humid ecosystems, except during warm and dry seasons [
14]. Furthermore, the effects of moisture combined with temperature were suggested experimentally to be more reliable predictors [
9,
16,
33].
The availability of soil carbon substrates is also an important factor controlling decomposition and heterotrophic respiration [
34,
35,
36]. Heterotrophic respiration (i.e., CO
2 emissions produced through soil organic matter (SOM) decomposition), is primarily driven by the activities of soil microorganisms and soil fauna, and their richness and abundance primarily control the decomposition rate of SOM [
23,
24,
25]. The spatial distribution of soil microbes is, to a great extent, affected by the availability of carbon substrates [
2,
32,
35]. Moreover, soil microbes themselves have particular C:N balance needs [
35,
36]. Therefore, soil carbon substrates can affect soil respiration by controlling the distribution and activities of soil fauna and microbes.
Soil respiration varies with vegetation types [
15,
22,
37]. Global mean soil respiration rates vary widely among major vegetation biomes, and the lowest rates occur in tundra and northern bogs, while the highest rates occur in tropical moist forests [
22]. Although the distribution pattern of soil respiration may be partially affected by temperature and moisture, substrate quality and species composition of fauna and microbes may differ substantially among vegetation types, and could partly explain the difference in soil respiration [
22,
37,
38].
Almost all the environmental conditions influencing soil respiration (e.g., forest type, solar radiation, temperature and moisture, and soil fauna such as earthworms) have distinct elevation patterns in the Luquillo Experimental Forest (LEF). In general, temperature, plant species richness and abundance, and NPP decrease with elevation, whereas SOM, soil organic carbon (SOC), precipitation, and soil moisture increase [
39,
40,
41,
42]. The number of earthworm species also significantly increased along the elevation from low to top [
43]. The elevation gradient provides a natural
in situ simulation of climate change [
14,
17,
44]. Therefore, studying the variation in soil carbon along an elevation gradient in LEF is an ideal approach to investigate the impacts of climate change on tropical carbon processes. This paper describes a soil translocation experiment conducted along the elevation gradient in the LEF. We hypothesized that (1) soil respiration will increase but SOC will decrease with enhanced soil temperature and moisture; and (2) soils originated from high elevation with high SOC content will respire more than those from low elevation under similar climatic conditions. Warming in the tropics might boost soil respiration, especially in soils at high elevations with large SOC content, therefore this study may contribute to better understanding of C dynamics in tropical regions in the context of global change.
2. Materials and Methods
2.1. Study Area
All three experiment sites are located along an elevation gradient in LEF (18°20′ N, 65°49′ W), northeastern Puerto Rico (
Figure 1), a tropical wet montane forest. Annual rainfall ranges from an average of 3537 mm at low elevation to 4849 mm at high elevation, and monthly temperatures in January and September change from 23.5 °C and 27 °C at low elevation to 17 °C and 20 °C at high elevation, respectively [
45]. Soils are mainly derived from volcaniclastic sediments and are classified as “clay” based on their particle size distribution, except for one high-elevation area where the soils are derived from quartz diorite with lower clay content and are classified as “clay loam” [
42]. The distribution of vegetation in LEF exhibits a distinct elevation pattern. Tabonuco forest, Palm forest, Palo Colorado, and Elfin woodland distribute along the elevation gradient from the foothill to the top [
41,
46]. The three sites are facing north to northwest with the slopes of 5.0, 26.0, and 9.7° at 350, 600, and 1000 m, respectively. We chose a relatively flat place at each site to implement the soil translocations. The soils are acidic with the pH of 4.2, 4.6, and 4.4 at the three sites. Soil clay contents are 53%, 56%, and 36%, and soil bulk densities are 0.8, 0.6, and 0.9 g·cm
−3 at 350, 600, and 1000 m, respectively. The soil Ca contents are 0.6, 0.2, and 0.2 mg·g
−1, and soil P contents are 0.3, 0.2, and 0.4 mg·g
−1 at the three sites, respectively. The lowest site (18°19′24′′ N, 65°49′3′′ W) is within the Tabonuco forest, a subtropical wet forest dominated by
Dacryodes excelsa and
Prestoea montana. The middle site (18°18′56′′ N, 65°48′46′′ W) is within the Palo Colorado and adjacent to the Tabonuco forest. Palo Colorado is a lower montane wet forest dominated by
Cyrilla racemiflora,
Prestoea montana,
Henriettea squamulosa, and
Magnolia splendens. The highest site (18°18′29′′ N, 65°47′43′′ W) is within the Elfin woodland characterized by stunted dwarf trees and dominated by
Cyathea bryophila,
Eugenia borinquensis,
Ocotea spathulata, and
Tabebuia rigida [
47].
2.2. Soil Translocation Experiment
Nine soil cores were excavated from each site, six of them were translocated to the other two sites (three for each), and three soil cores remained at the source site but at different places. Before collecting the samples, all the aboveground litter was removed. The organic-rich soils (0–5 cm) were collected separately, and later put back on the top of soil cores after reinstallation in the translocated sites. The soil cores were taken using polyvinyl (PVC) tubes 10 cm in diameter and 15 cm in length. When excavating the soil cores, the tubes were inserted vertically into the subsoil to take an intact soil monolith with a depth of 15 cm. When soil cores were reinstalled, the soils were kept intact in the tubes and separated from the surrounding soils. The bottom of the coring tube was covered with iron mesh (63-μm) to further prevent large roots from growing and to balance the effects of temperature and moisture in the soil within and outside the tubes.
In each of the three soil translocation sites, one soil temperature and one moisture probe were installed at both surface and 15 cm in-depth in an undisturbed place and connected to a data logger (HOBO® Micro station, ONSET Computer Corporation, Bourne, MA, USA). Soil temperature and moisture were recorded every 30 min from July 2011 to March 2012. Due to a battery failure, data were missing for the site at 600 m in November 2011 and February–March 2012, and the site at 1000 m in November 2011 and March 2012. Temperature measurements at the 1000-m site in December 2011–March 2012 were recalibrated using a mobile temperature probe because of a disturbance to the installed probe in December 2011. The automatically measured soil temperature and moisture were only used to display the naturally occurred gradients in temperature and moisture along the elevation gradient.
Soil respiration rates (Rs) were measured monthly with a portable InfraRed Gas Analyzer (EMG4, PP Systems, Amesbury, MA, USA), with a cylindrical cuvette (CPY-2) inserted in soil cores. The soil respiration fluxes were recorded for 2–3 min after the CO2 concentration in the closed chamber increased steadily. The real-time temperature and moisture for both soil and air were measured with external sensors or a thermometer. All the measurements were repeated three times.
At the end of the soil translocation experiment in May 2012, the SOC and SOM contents of all the soil cores translocated were measured at the International Institute of Tropical Forestry (IITF) of USDA Forest Service Chemistry Laboratory. The soil samples were oven dried to constant mass at 50 °C, and then ground and passed through a 20 mesh sieve (size of 0.84 mm) to screen coarse root detritus and other organic materials. SOC was determined using the LECO TruSpec CN Analyzer (LECO®, LECO Corporation, Saint Joseph, MI, USA). There are no carbonates found in these soils. Total carbon (TC) is equal to total organic carbon. Soil organic matter (SOM) was estimated using loss on ignition (LOI). LOI was determined using the LECO TGA-701 Analyzer at 490 °C for two hours (or until constant weight is reached at less than 2.5% variability) in an oxygen saturated environment. Soil total nitrogen content was determined using the LECO CN Analyzer.
2.3. Statistical Analyses
To test our hypotheses of impacts of soil source quality, translocation, and associated climate shift on soil respiration, we applied paired-
t, ANOVA, and linear mixed-effects models on the measured soil respiration rates. Soil respiration rates were examined for normality (Shapiro–Wilk normality test), and log transformation was performed if needed. Multiple paired-
t was used to test the impacts of soil source quality, such as SOC and SOM contents, on
Rs. For example, in order to compare the
Rs of the soils originating from 350 m with those from 1000 m, we took the paired
Rs of
R350,350 ~
R1000,350,
R350,600 ~
R1000,600 and
R350,1000 ~
R1000,1000, for which the first subscript indicates the soil source and the second subscript is for the translocated site. By pairing the
Rs of soils originating from two different sites but translocated at the same sites, we virtually excluded the impacts of microclimate. ANOVA was applied to test the impacts of translocation site on soil respiration. We also used
t-tests to compare the respirations of the soils with the same source but translocated to different elevations. The linear mixed-effects model was finally used as a synthetic analysis to test the impacts of translocated sites and microclimate on
Rs, with soil source set as a random effect. Statistical analyses were run in R software [
48].
4. Discussion
Tropical forests play important roles in the interaction between terrestrial ecosystems and the global climate system, such as C dynamics. Warming and drought have the potential to change tropical forests from a C sink to a C source. Soil translocation experiments along altitudinal gradients provide an approach to assess the impacts of climate change on soil C dynamics. Our soil translocation experiment in tropical forests in northeastern Puerto Rico showed that both soil C and the soil respiration rates were altered by changes in temperature, moisture, and initial soil organic C.
Soil organic carbon, organic matter, total nitrogen, and C:N all increased with elevation (
Figure 3), which conformed with other altitudinal studies involving naturally occurring gradients of decreasing temperature but increasing moisture [
49]. Compared to the content before translocation, SOC increased slightly at the end of the experiment, which might be caused by the degradation of dead roots and litter in the soil cores. With the same source location, the changes in SOC after the translocation experiment followed the patterns of
Rs. The greater the
Rs at the translocated site, the greater the decrease in soil carbon.
Increasing SOC, SOM, and C:N along the altitudinal gradient (
Figure 3) also implied improved substrate quantity/quality for soil respiration. By virtually excluding the effects of microclimate using the paired-
t test, our study highlights that soil source has significant impacts on soil respiration. The soils originating from high elevation with high SOC, SOM, and C:N had a much larger respiration rate than those originating from low elevation with low SOC, SOM, and C:N. The results support our hypothesis on the important role of soil substrate in decomposition.
In addition to soil substrates, difference in microenvironment at the translocated sites along the elevation gradient could also differentiate the soil respiration. Our analysis on
Rs via linear mixed effects models revealed that translocation significantly impacted soil respiration (
Table 1). As one important factor influencing carbon processes, temperature is considered to have positive effects on SOM decomposition and soil respiration rates [
33,
50,
51]. Our experiment supported the hypothesis of positive temperature effect on soil respiration. Soils translocated to the lowest site, thus with the highest temperature, had a higher mean respiration rate than those translocated to the middle and the highest elevations. This is particularly prominent for the soils originating from high elevation, thus having high SOC, SOM, and C:N (right columns in
Figure 4 with soils from 1000 m). The linear mixed-effects model result confirmed a significantly positive effect of temperature on
Rs (
Table 1). Our estimated Q10 values also revealed high
Rs sensitivity to the temperature of these soils, i.e., 3.1, 6.9, and 8.7 at 350, 600, and 1000 m, respectively.
However, environmental controls on soil carbon processes are complex. Temperature alone could not explain the pattern of soil respiration rates in LEF as signaled by the increases in
Rs of the soils from 350 m but translocated to 1000 m with lowered temperature (left columns in
Figure 4). Although not significant, the effect of soil moisture on
Rs is indicated as being positive (
Table 1). Soil moisture increases with elevation and reaches the highest at 1000 m (
Figure 2), which might stimulate the decomposition rate during the dry season as mentioned above. Existing studies also suggested the effects of soil fauna and microbial biomass on
Rs, and showed that soil fauna and microbes varied with microclimate conditions, soil properties (e.g., clay), and vegetation [
34,
52,
53,
54]. The soil fauna and microbes from high elevation might prefer the SOC and SOM with lower C:N originating from low elevation [
26] and thus accelerate the decomposition. Particularly, soil microbial mass positively relates to SOM [
34,
52]. Since SOM increases with elevation in LEF (
Figure 3), soil microbial mass might also increase along the elevation from low to top in LEF. Therefore, the increased
Rs of the soils translocated from low elevation to high elevation might be related to the fact that the positive impacts of soil moisture, specific microbes, and microbial biomass at high elevation outweighed the limitation of decreased temperature.
Our conclusions of complex environmental controls on soil respiration along an elevation gradient are consistent with others. Kane et al. (2003) measured soil respiration rates along a gradient in the Olympic National Park, Washington, USA, where soil temperature at a high elevation site was 4.5 °C lower than that at low elevation. However, there was no significant relation detected between soil respiration and temperature [
14]. Similarly, in a study on climate dependence of heterotrophic soil respiration along a 3000-m elevation gradient in a tropical forest in Peru, Zimmermann et al. (2009) also concluded that the soil respiration rate did not vary significantly along the elevation gradient with decreasing temperature, although SOC stocks increased linearly with increased elevation [
17].
The ecosystem carbon balance primarily depends on the differences between the responses of productivity and those of respiration to climate change, especially warming [
51,
55,
56]. Existing studies found resource quality could significantly affect the temperature sensitivity of SOM decomposition [
26,
57]. The labile SOM is sensitive to climate change and generally decomposes rapidly, which can largely contribute to increases in soil CO
2 fluxes [
58,
59]. Our estimated Q10 values, a widely-used parameter to describe the temperature sensitivity of soil C, increased with elevation. The Q10 value at high elevation, with low temperature, high moisture, SOC, SOM, and C:N, is more than double that at low elevation. Therefore, understanding the environment controls on the temperature sensitivity of soil respiration is critical to predict the responses of carbon processes to climate change [
50,
58,
60,
61,
62].
With the ongoing and predicted warming climate in the Caribbean region [
11], tropical soils are at severe risk of releasing large amounts of CO
2 into the atmosphere. Our soil translocation experiment improved the understanding of the impacts of environmental conditions on soil carbon processes by highlighting the significant effects of soil source and temperature, the nonsignificant positive effect of moisture, and overall complex environmental controls along the altitudinal gradient. Further long-term and multi-factor soil translocation experiments at the ecosystem level, incorporating, additionally, soil microbes, fauna, and litter inputs, should be established to study the impacts of climate change on tropical soil carbon balance, as well as their feedback to the climate.