2.1. Modelling a Terrestrial Acidification Hypothesis
The ocean surface is considered as having an active mixing zone varying from about 25 metres depth near the equator to 100 metres or more at high latitudes, with little or no penetration deeper except on much longer time scales [
3]. This assumption of a separate well mixed compartment from the bulk of the deeper ocean was very useful for short term modelling of the increasing level of
pCO
2 in the atmosphere [
1]. At least in the short term of 12 months, composition globally is approximately homogeneous, so that we were able to model the influence of seasonal variation in temperature on the
pCO
2 in the atmosphere [
1].
On land, no such general assumption can be made regarding DIC species, given the high local variability of pH in soil and associated water. A soil scientist might object that the soil-water dynamic is much more complex, depending not only on chemical characteristics but also by physical factors in different soil layers affecting water movement, as remarked on by a reviewer of this article. Only heterogeneous equilibria are possible between the DIC species shown in
Figure 2 and the CO
2 in the atmosphere. Nevertheless, as long as the pH value falls from between 6.5 and 9.0 bicarbonate (HCO
3-) will be the predominant species and irresistible thermodynamic action as a function of temperature and pH value will ensure that a tendency to equilibrium will exist, despite this being less easily achieved in the ocean. In all such cases, the generation of strong acid species will result in CO
2 evolution and below pH 8, this will be almost equal to the equivalents of acid generated. A quantitative relationship between soil acidifying processes such as nitrification and decreases in soil pH has been well established [
4] but experimental tests in laboratory and field are still needed to test the main hypothesis advanced in this article. Rather than attempt to model such a heterogeneous system which would be possible, we preferred to use conditions in seawater to establish relationships between additions of strong acid and weak acid like carbonic. While salt concentration will affect the activity of species such as carbonate and calcium ions, we are able to calculate such effects approximately using available algorithms described in this section.
Our hypothesis regarding the influence of falling surface pH on the increasing trend of atmospheric
pCO
2 will be tested with our model Titrate (
Figure 2), similar in programming structure to the Thermal model [
1]. School laboratory chemistry usually includes dropwise titrations from burettes of one chemical solution with another; an indicator shows colour changes of pH value when the solution is near neutrality in hydrogen ion concentration. Equations (1) and (2) are possible for absorption of strong acid, with only (1) directly yielding emission of CO
2. The relative concentration of carbonate and bicarbonate determines the statistical stoichiometry for the reaction. At pH 8.2 in sea water, this ratio is about 1 in 8 and the destruction of alkalinity at each pH by each equivalent of hydrogen ions will be partitioned in this ratio, considering the double alkalinity of carbonate. To a small extent given its concentration of only 0.5 mM, borate in sea water will also absorb acidity without CO
2 emission, having most effect at its pK value of 8.7, but less in seawater near 8.2.
By comparison with water on land, seawater is relatively strongly buffered in pH value with more than 2 mM bicarbonate as DIC. As a result, freshwater pH values can change more rapidly with processes like photosynthesis. Below pH 7.5 in seawater and even at the lower acidity of pH 8.0 in freshwater as shown later, nearly all destruction of alkalinity involves stoichiometric conversion of bicarbonate to an equivalent of weakly acid CO
2. To the extent that the concentration and fugacity of CO
2 generated exceeds that allowed by the Henry coefficient at the water temperature, CO
2 will be transferred to the atmosphere at a rate dictated by the ratio of fugacities in water and air, a function of temperature as explained earlier [
1]. It is likely that heterogeneous equilibria on land will be achieved on an annual timescale, not requiring longer times to establish clear trends between acidification and atmospheric
pCO
2, certainly not many years. We will examine how this thermodynamic principle affects the fate of emissions of CO
2 from fossil fuels in this article.
For seasonal temperature variations the DIC equilibria in
Figure 2 displace towards carbonate (CO
32-) and calcite (CaCO
3) formation in summer while acidifying seawater, raising the fugacity of CO
2 [
1], with this calcification process assisted by biota. Similar seasonal effects of temperature will occur in land and soil water, leading to precipitation of calcium carbonate. In winter, these processes will reverse, dissolving any calcite present, raising soil water of CO
2 [CO
2]. Any addition of strong acid to this soil system will displace the equilibrium towards CO
2 formation, releasing it to the atmosphere to an extent indicated by the Henry coefficient. Thermodynamic interaction of atmospheric CO
2 will occur with the highly heterogenous land surface to an extent governed by the variable hydration of soil as well as by reaction with DIC in lakes and river systems. Some absorption of CO
2 in highly alkaline waters will also occur erratically though continuously. For a hypothesis to be credible as shown in
Figure 2, the possible rates of strong acid production must have a rational quantitative relationship with the observed increases of CO
2 in the atmosphere. In a closed system, each aliquot of acid will eventually generate an exact
pCO
2 depending on concentrations of DIC and temperature. In an open system like the global environment, this is true within the constraints of variable conditions of temperature in water and air and other factors, with the actual
pCO
2 in air usually in disequilibrium with that in water, but with transfer rates between the liquid and gaseous phases dependent on the extent of this disequilibrium condition. We will make estimates of the scale of this acidifying condition and predict time constants for these processes in
Section 4.1 this article.
Our modelling strategy includes demonstrating the capability of the Titrate model to estimate equilibrium values, considering alkalinity (A), total dissolved inorganic carbon species (C), and pH values in surface waters and
pCO
2 values in air at equilibrium. As in all environmental systems, equilibrium is rarely achieved, subject to macroscopic variations in conditions such as temperature, density or pressure and process rates of chemical reaction. On different time scales systems will evolve showing a natural tendency to increase their action and entropy in their approach to equilibrium [
6], including for gases in the troposphere. Using the Titrate model, rates of acidification in seawater, soil water or in lakes and rivers on land can be examined, to gauge the possible effects of adding strong acids on the
pCO
2 (ppmv) in air. Finally, these possibilities will be tested for their global significance, using available data to predict risk and the validity of the IPCC models for control of global
pCO
2. Readers are advised to consult the previous article [
1] for a more comprehensive account of the background inorganic chemistry and thermodynamics regarding CO
2. Most of the chemical processes of inorganic nitrogen and sulphur were considered in the earlier treatise entitled
Acid Soil and Acid Rain [
4], although the magnitude of CO
2 emissions was not then of interest with focus at the time on aluminium ion toxicity, released below pH 5.
For modelling processes, robust algorithms [
1] previously established by oceanographic authorities performing research on seawater were employed (
Figure 3). These include those described by Dickson and Millero [
9] in documents of the United States Department of Energy [
10,
11,
12,
13]. We employed the algorithms used to calculate fluctuations in key equilibrium constants with temperature or salt concentration given by Emerson and Hedges [
13] shown in
Supplementary Materials. There are at least 10 computing packages available for calculating key inorganic properties of DIC in seawater [
14] based on the principle of setting input pairs of variables to values and then calculating all other values of interest. These models all give similar results with minor exceptions, as modifications of the methods recommended by Dickson and Millero [
9], employed mainly for accuracy in data collection and recording.
A more flexible approach for inputs and outputs was adopted here in the various programs called collectively Titrate (
Figure 3). When executed this program first estimates as functions of temperature and salt concentration all key constants (Henry coefficient K
o, the equilibrium of bicarbonate with dissolved CO
2, K
1; the equilibrium of carbonate with bicarbonate, K
2; the solubility product for calcite, K
sp occurring in key reactions. Then levels are estimated (μmoles per kg of water) of inorganic intermediates ([CO
2]=a; [HCO
3-] = b; [CO
32-]=c) under the prevailing conditions of temperature and pH value as controlled by alkalinity (A) or atmospheric
pCO
2. Where reiterations for inputs of acid and CO
2 are included in programs, a unique quadratic solution is used to obtain new values of bicarbonate using simultaneous equations. This solution was given in more detail in our earlier study [
1] on the seasonal oscillations in atmospheric
pCO
2 caused by variations in seawater temperature.
Reiterative processes with time for injections of acids (or bases), both strong and weak were established, to yield effects from variations of pH,
pCO
2 (atm), residual alkalinity and for inorganic carbon (A
c). A uniform mixing zone in seawater of 65 m depth was assumed for calculations, although this depth is known to vary with latitude and is generally deeper in the southern hemisphere [
1,
3]. This may mean that CO
2 equilibration is faster in southern waters, from a stronger gradient. For soil systems to 1 metre depth and surface waters on land, representative values for temperature, salt concentration and pH are assumed.
A key difference between seawater and water on land or in soils is its pH value, generally held near 8.1-8.2 in the ocean surface, but far more variable in soil, often below pH 7 and as low as pH 4, depending on histories of soil development and methods of cultivation [
4]. A second difference is the salt (NaCl) concentration, generally ca. 3.5% (S=35‰) in seawater except where diluted by rivers but highly variable in water on land, usually with much less salt.
Millero [
12,
15] has cautioned that algorithmic methods for estimating constants with seawater become less accurate with saline content less than 0.5%, so we do not expect similar accuracy for freshwater in this article, while continuing to use the same computer code as for seawater. However, refinement would only make marginal differences in the values, not important enough for the purpose of this article. Specific details of the programs used to obtain numerical results are given in
Supplementary Materials. including all computer coding.
Soil acidification has been a major area of research in agricultural science for hundreds of years [
4]. This problem is typical of poorly buffered soils, with pH values less than 5. Methods to investigate rates of acidification from farming have employed measurements of inputs and outputs [
16] or by measures of rates of acidifying processes such as nitrification [
4]. This enables any requirements for liming of soil [
16] to prevent acidification to be estimated. However, in this article the effects of acidification are not related to toxic acid soils but to neutral soils containing significant DIC as bicarbonate and carbonate. Only these well buffered soils can emit CO
2. This subtle difference in location of acidification is a key feature of the hypothesis.
However, more realistic environmental distributions for DIC in sea and land are investigated in Results and Discussion. Initially, an analysis of possible rates of acidification from fossil fuel emissions will be made. Then, modelling effects of strong acidification on the fugacity of CO2 in the mixing zone of seawater will be executed. Finally, acidification processes on land will be examined before weighing the overall evidence for a significant role of surface pH in regulating atmospheric pCO2.