Abstract
Dynamic changes in Fe oxides and magnetic properties during natural pedogenesis are well documented, but variations and controls of Fe and magnetism changes during anthropedogenesis of paddy soils strongly affected by human activities remain poorly understood. We investigated temporal changes in different Fe pools and magnetic parameters in soil profiles from two contrasting paddy soil chronosequences developed on calcareous marine sediment and acid Quaternary red clay in Southern China to understand the directions, phases and rates of Fe and magnetism evolution in Anthrosols. Results showed that paddy soil evolution under the influence of artificial submergence and drainage caused changes in soil moisture regimes and redox conditions with both time and depth that controlled Fe transport and redistribution, leading to increasing profile differentiation of Fe oxides, rapid decrease of magnetic parameters, and formation of diagnostic horizons and features, irrespective of the different parent materials. However, the initial parent material characteristics (pH, Fe content and composition, weathering degree and landscape positions) exerted a strong influence on the rates and trajectories of Fe oxides evolution as well as the phases and rates of magnetism changes. This influence diminished with time as prolonged rice cultivation drove paddy soil evolving to common pedogenic features.
Introduction
Iron (Fe) is the fourth most abundant element in Earth’s crust (6.7 wt %)1 and serves as an essential micro-nutrient for almost all living organisms2. It has a variety of different forms in soil systems, such as primary silicate minerals, pedogenic clay minerals, Fe (oxyhydr)oxides with different degrees of crystallinity, as well as in organic complexes3,4. These different forms of Fe are present at variable levels of concentration within soil profiles, during different stages of soil formation, and in different bioclimatic regions due to variations in weathering intensity and soil forming processes4,5. The dynamic changes in Fe species and bioavailability in response to shifting redox conditions trigger many processes in terrestrial ecosystems, such as mineral weathering, nutrient cycling, and contaminant mobility4. In addition, Fe cycling and partitioning between different mineral and organic forms have been confirmed to play a critical role in the preservation of organic carbon in soils and sediments6,7. Thus, a better understanding of the mechanisms and processes that control the temporal and spatial changes of Fe species, amounts and bioavailability in soils is not only important for uncovering element biogeochemistry, but also crucial in fully assessing ecosystem function and service.
Previous studies have shown that Fe (oxyhydr)oxides undergo significant changes in species, amounts, and stability during the course of soil development4,8–15. As a result, soil magnetic properties vary markedly with pedogenic time. Magnetic enhancement during natural pedogenesis under aerobic conditions has been widely recognized16–26, which was attributed to the formation of ferrimagnetic minerals by different processes, including burning of vegetation16,17, neo-formation of magnetic minerals19,20 and even bacterial action27,28. Because of providing simple, rapid, nondestructive and inexpensive measurements, soil magnetic properties have been used to delineate soil boundaries29, discriminate soil moisture conditions30,31, detect anthropogenic pollution21,32, as well as reconstruct paleoclimate33,34. Contrasting to the well-documented Fe dynamics during natural pedogenesis, a comprehensive understanding of the variations and controls of Fe oxides and magnetism changes during anthropedogenesis of paddy soils strongly affected by human activities is poorly constrained. The natural pedogenic controls on Fe and magnetism evolution may be superseded by human activities35 that alter the rate and trajectory of net Fe dynamics either directly (e.g., Fe additions or leaching by irrigation) or indirectly (e.g., Fe transformations by artificial flooding and draining).
Paddy soils make up the largest anthropogenic wetlands on earth and thus represent a key component of the Fe geochemical cycle at the Earth’s surface. Previous studies have investigated the changing status of Fe oxides and magnetic properties at a given stage of paddy soil development through a comparison with the initial parent material. For instance, paddy soils showed higher profile differentiation of Fe oxides36–39 and exhibited lower magnetic susceptibility40–44 than their well-drained counterparts in many regions of the world. However, little is known about the successive changes of different Fe pools and magnetic parameters during paddy soil evolution that is required to identify process rates and thresholds of Fe dynamics. In addition, paddy soils may originate from many types of soils in pedological terms or different parent materials. Yet, few studies have involved the effects of parent materials (or original soils) on the rates and trajectories of Fe and magnetism evolution in paddy soils.
Paddy soil chronosequence provides a valuable tool for investigating the phases and rates of property changes and the associated environmental thresholds45. In this study, we measured different forms of Fe oxides and magnetic parameters in two contrasting paddy soil chronosequences developed on calcareous marine sediment and acid Quaternary red clay in Southern China. Our objectives were to (i) investigate the dynamic changes in different Fe pools and magnetic properties during anthropedogenesis of paddy soils; (ii) identify the underlying mechanisms and processes controlling the phases and rates of Fe oxides and magnetism changes; and (iii) establish the influence of parent material and time span on Fe and magnetism evolution in paddy soils.
Results
Chronosequential changes in Fe concentrations
Total Fe concentration remained relatively constant in both uncultivated pedons, ranging from 28.22 to 30.34 g kg−1 in P0-MS derived from marine sediment and from 46.64 to 49.39 g kg−1 in P0-RC derived from Quaternary red clay (Table 1).The higher total Fe concentration in P0-RC than P0-MS was attributed to the differences in parent materials. Larger fluctuations of total Fe concentration were observed in all paddy soil profiles (Table 1), as demonstrated by the increasing standard deviations of total Fe concentration within 120 cm profile in both chronosequences (P0-MS, 0.92; P50-MS, 3.02; P300-MS, 4.78; P700-MS, 11.19; P1000-MS, 12.44; P0-RC, 1.37; P60-RC, 11.52; P150-RC, 1.40; P300-RC, 6.01). This variation occurred due to the relative enrichment of total Fe in the illuvial horizons as compared with the corresponding surface horizons (Table 1). The weighted-mean total Fe concentration within 120 cm profile increased across the calcareous paddy soil chronosequence developed on marine sediment (P0-MS, 29.50 g kg−1; P50-MS, 36.55 g kg−1; P300-MS, 37.69-MS g kg−1; P700, 39.72-MS g kg−1; P1000-MS, 42.51 g kg−1), but decreased across the acid paddy soil chronosequence developed on Quaternary red clay (P0-RC, 44.45 g kg−1; P60-RC, 40.38 g kg−1; P150-RC, 35.68 g kg−1; P300-RC, 36.62 g kg−1). Our results suggest that both accumulation and depletion of Fe could occur during paddy soil evolution depending on the characteristics of parent materials and landscape positions.
Table 1.
Fe concentrations of the studied paddy soil chronosequences developed on calcareous marine sediment and acid Quaternary red clay.
| Layer | Depth | Weakly bound Fe | Oxide bound Fe | Silicate bound Fe | Total Fe | Layer | Depth | Weakly bound Fe | Oxide bound Fe | Silicate bound Fe | Total Fe |
|---|---|---|---|---|---|---|---|---|---|---|---|
| cm | g kg−1 | g kg−1 | g kg−1 | g kg−1 | cm | g kg−1 | g kg−1 | g kg−1 | g kg−1 | ||
| P0-MS: Uncultivated soil (time zero) developed on marine sediment | P0-RC: uncultivated soil (time zero) developed on Quaternary red clay | ||||||||||
| C1 | 0–30 | 5.46 (18)a | 4.10 (13) | 20.79 (69) | 30.34 | A | 0–12 | 1.68 (3) | 32.54 (70) | 12.42 (27) | 46.64 |
| C2 | 30–60 | 5.21 (17) | 3.90 (13) | 20.45 (70) | 29.56 | Br1 | 12–47 | 2.13 (4) | 36.05 (73) | 11.21 (23) | 49.39 |
| C3 | 60–90 | 4.93 (16) | 2.60 (9) | 22.40 (75) | 29.92 | Br2 | 47–87 | 2.08 (4) | 35.31 (76) | 9.27 (20) | 46.66 |
| C4 | 90–120 | 4.78 (17) | 2.17 (8) | 21.27 (75) | 28.22 | C | 87–120 | 1.91 (4) | 36.64 (76) | 9.97 (21) | 48.53 |
| P50-MS: 50-yr paddy soil developed on marine sediment | P60-RC: 60-yr paddy soil developed on Quaternary red clay | ||||||||||
| Ap1 | 0–16 | 3.35 (10) | 5.94 (17) | 25.11 (73) | 34.40 | Ap1 | 0–10 | 0.91 (5) | 9.55 (55) | 7.00 (40) | 18.40 |
| Ap2 | 16–25 | 1.01 (3) | 8.33 (24) | 24.76 (73) | 34.11 | Ap2 | 10–18 | 2.30 (7) | 28.34 (81) | 4.55 (13) | 37.04 |
| Bg1 | 25–50 | 2.09 (6) | 6.69 (20) | 24.32 (73) | 33.11 | Br1 | 18–30 | 4.12 (13) | 17.98 (55) | 10.65 (33) | 35.29 |
| Bg2 | 50–70 | 1.49 (4) | 7.79 (21) | 27.07 (74) | 36.36 | Br2 | 30–60 | 6.84 (15) | 28.47 (61) | 11.52 (25) | 43.42 |
| Bg3 | 70–100 | 0.88 (2) | 9.95 (26) | 27.58 (72) | 38.41 | Br3 | 60–85 | 5.68 (12) | 32.72 (70) | 8.23 (18) | 41.63 |
| BCg | 100–120 | 1.09 (3) | 10.63 (26) | 29.32 (71) | 41.04 | BC | 85–120 | 5.53 (12) | 31.63 (70) | 8.34 (18) | 43.73 |
| P300-MS: 300-yr paddy soil developed on marine sediment | P150-RC: 150-yr paddy soil developed on Quaternary red clay | ||||||||||
| Ap1 | 0–17 | 2.72 (8) | 5.85 (17) | 24.90 (74) | 33.47 | Ap1 | 0–11 | 3.61 (10) | 19.76 (56) | 11.83 (34) | 32.65 |
| Ap2 | 17–26 | 0.84 (3) | 8.35 (28) | 20.81 (69) | 30.00 | Ap2 | 11–20 | 6.46 (17) | 18.51 (49) | 12.81 (34) | 34.33 |
| Bg1 | 26–43 | 1.02 (3) | 10.75 (28) | 25.98 (69) | 37.75 | Br1 | 20–28 | 3.45 (10) | 21.76 (63) | 9.59 (28) | 36.40 |
| Bg2 | 43–70 | 1.46 (4) | 10.48 (25) | 29.32 (71) | 41.26 | Br2 | 28–35 | 2.11 (6) | 26.71 (75) | 6.94 (19) | 38.72 |
| Bg3 | 70–90 | 2.62 (6) | 9.41 (22) | 30.51 (72) | 42.53 | Br3 | 35–48 | 2.39 (7) | 25.73 (75) | 6.39 (19) | 36.64 |
| BCg | 90–120 | 2.16 (6) | 7.91 (22) | 24.93 (72) | 35.00 | BC | 48–64 | 4.36 (12) | 27.90 (77) | 3.80 (11) | 37.19 |
| P700-MS: 700-yr paddy soil developed on marine sediment | C | 64–120 | 3.43 (9) | 27.44 (72) | 7.19 (19) | 35.23 | |||||
| Ap1 | 0–15 | 4.57 (2) | 3.77 (13) | 19.73 (75) | 28.07 | P300-RC: 300-yr paddy soil developed on Quaternary red clay | |||||
| Ap2 | 15–22 | 2.49 (9) | 6.34 (22) | 19.59 (69) | 28.41 | Ap1 | 0–10 | 3.91 (18) | 13.87 (62) | 4.53 (20) | 24.87 |
| Eg | 22–42 | 1.20 (4) | 8.89 (31) | 18.99 (65) | 29.08 | Ap2 | 10–22 | 3.78 (15) | 18.30 (73) | 3.05 (12) | 27.93 |
| Btg1 | 42–60 | 0.79 (1) | 24.38 (46) | 27.72 (52) | 52.89 | Br1 | 22–45 | 2.23 (7) | 25.73 (75) | 6.29 (18) | 43.26 |
| Btg2 | 60–90 | 0.97 (2) | 23.32 (46) | 28.18 (52) | 52.48 | Br2 | 45–65 | 2.48 (7) | 25.96 (78) | 4.69 (14) | 40.45 |
| Ab | 90–112 | 0.50 (2) | 2.46 (7) | 29.89 (91) | 32.85 | BC | 65–120 | 2.86 (10) | 19.67 (71) | 5.24 (19) | 35.96 |
| Bb | 112–120 | 0.45 (1) | 7.88 (25) | 23.48 (74) | 31.81 | ||||||
| P1000-MS: 1000-yr paddy soil developed on marine sediment | |||||||||||
| Ap1 | 0–16 | 3.60 (1) | 5.57 (20) | 18.94 (69) | 28.11 | ||||||
| Ap2 | 16–25 | 0.51 (1) | 13.17 (33) | 26.11 (66) | 39.79 | ||||||
| Btg1 | 25–50 | 1.14 (3) | 15.39 (35) | 27.63 (62) | 44.16 | ||||||
| Btg2 | 50–70 | 3.27 (6) | 19.02 (37) | 29.68 (57) | 51.98 | ||||||
| Btg3 | 70–85 | 3.55 (6) | 25.68 (41) | 34.06 (54) | 63.29 | ||||||
| Ab | 85–100 | 2.58 (9) | 5.32 (18) | 21.51 (73) | 29.42 | ||||||
| Bb | 100–120 | 2.56 (7) | 12.29 (32) | 23.25 (61) | 38.09 | ||||||
aNumbers in the parentheses represent the fraction of different Fe oxides to total Fe.
Selective extractions showed that the contributions of different Fe pools to total Fe varied markedly between two paddy soil chronosequences developed on different parent materials (Table 1). Silicate bound Fe was the dominant Fe pool in the calcareous paddy soil chronosequence developed on marine sediment, which corresponded to 52~91% of the total Fe and fluctuated with both soil depth and increasing paddy cultivation age (Table 1). In contrast, oxide bound Fe was the major Fe pool in the acid paddy soil chronosequence developed on Quaternary red clay, which represented 49~81% of the total Fe and tended to increase with soil depth and fluctuated with increasing paddy cultivation history (Table 1). The weakly bound, poorly crystalline Fe pool was the smallest Fe pool in both chronosequences, contributing to 1~16% and 4~18% of the total Fe in the calcareous and acid paddy soil chronosequence, respectively (Table 1). There were strong correlations between the oxide bound Fe and total Fe in both chronosequences, with the correlation coefficient of 0.94 (n = 30, p < 0.01) and 0.92 (n = 22, p < 0.01) for the calcareous and acid paddy soil chronosequence (Fig. 1), respectively, suggesting that variations of Fe contents during paddy soil evolution were mainly caused by the oxide bound Fe.
Figure 1.

Relationship between the oxide bound Fe and total Fe in calcareous and acid paddy soil chronosequences.
Chronosequential changes in magnetic parameters
χm, SIRM, IRMs, and ARM were much higher in the uncultivated soils (P0-MS, P0-RC) than the corresponding paddy soils, and these magnetic parameters decreased rapidly during the initial stage of paddy soil evolution (<100 years) and then declined gradually as paddy soils age (>100 years) in both chronosequences (Fig. 2). The consistent decrease of χm, SIRM, IRMs, and ARM with paddy cultivation history irrespective of the different parent materials (Fig. 2) resulted in strong correlations between different magnetic parameters in both chronosequences (r > 0.90, p < 0.01, Table 2), and provided an opportunity to use these magnetic parameters for estimating the relative ages of paddy soils. Changes in the distribution of IRMh with paddy cultivation age were, however, much different from that of MS, SIRM, IRMs, and ARM in both chronosequences (Fig. 2). The weighted-mean value of IRMh within 120 cm profile in the calcareous paddy soil chronosequence developed on marine sediment decreased gradually from 3.58 × 10−4 A m2 kg−1 in the uncultivated pedon (P0-MS) to 3.14 × 10−4 A m2 kg−1 after 300 years of rice cultivation (P300-MS), and then declined rapidly to less than 1.30 × 10−4 A m2 kg−1 as paddy soils age (>700 years) (Fig. 2). IRMh in the acid paddy soil chronosequence developed on Quaternary red clay exhibited opposite trend in the upper (<50 cm) and lower soil layers (>50 cm), which was respectively lower (<50 cm) and higher (>50 cm) in the uncultivated pedon (P0-RC) than that of paddy soils (Fig. 2). χ d values showed variations in the vertical profiles in both calcareous and acid paddy soil chronosequence, and respectively fluctuated and decreased with paddy cultivation age (Fig. 2). S-ratio varied from 0.65 to 0.95 and from 0.77 to 1.00 in the calcareous and acid paddy soil chronosequence, respectively, which tended to decrease with paddy cultivation age in both chronosequences (Fig. 2). L-ratio varied from 0.29 to 0.56 and from 0.11 to 0.81 in the calcareous and acid paddy soil chronosequence, respectively, and there was no time-dependent changes for L-ratio in both chronosequences (Fig. 2).
Figure 2.
Changes in magnetic properties in the calcareous paddy soil chronosequence developed on marine sediment (P0-MS, P50-MS, P100-MS, P300-MS, P700-MS, and P1000-MS) and acid paddy soil chronosequence developed on Quaternary red clay (P0-RC, P60-RC, P150-RC, and P300-RC).
Table 2.
Correlations between different magnetic parameters in the calcareous and acid paddy soil chronosequences.
| Calcareous paddy soil chronosequence | Acid paddy soil chronosequence | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| χm | SIRM | IRMs | ARM | χm | SIRM | IRMs | ARM | ||
| χm | 1 | χm | 1 | ||||||
| SIRM | 0.991 | SIRM | 0.951 | ||||||
| IRMs | 0.995 | 0.990 | IRMs | 0.968 | 0.996 | ||||
| ARM | 0.979 | 0.986 | 0.980 | 1 | ARM | 0.995 | 0.948 | 0.964 | 1 |
The vertical distributions of χm, SIRM, IRMs, IRMh, and ARM were relatively uniform in the calcareous paddy soil chronosequence developed on marine sediment, contrasting markedly with the larger profile fluctuations in the acid paddy soil chronosequence developed on Quaternary red clay (Fig. 2). The values of χm, SIRM, IRMs, IRMh, and ARM in the calcareous paddy soil chronosequence were lower than those in the acid paddy soil chronosequence, and the discrepancies declined with paddy cultivation age (Fig. 2). Our results demonstrated the significant influence of parent material on paddy soil magnetism and this influence tended to diminish with time.
Discussion
Variations and controls of different Fe pools during paddy soil evolution
Our study using a chronosequence approach demonstrated that Fe was mobilized and translocated within profile during paddy soil evolution, which was confirmed by the increasing differentiation of Fe concentration and speciation within different selective extractions in both calcareous and acid paddy soil chronosequences (Table 1). Our results are consistent with prior observations that rice cultivation influences Fe differentiation within paddy soils, irrespective of different parent materials36,39,44,46,47. The alternating flooding and drying processes during rice cultivation are expected to cause changes in soil pH and Eh48, which would result in coupled reduction-oxidation and eluviation-illuviation processes of Fe in paddy soils46,49 and thus lead to the formation of diagnostic horizons and features (Table S1) characterizing Fe distribution and redistribution as paddy soils age. In addition to the artificial flooding and drainage, seasonal fluctuations of groundwater level could also induce changes in soil redox potential50,51 that favor Fe reduction and depletion in the lower horizons of paddy soils with shallow groundwater level (Table 1).
The comparison of calcareous and acid paddy soil chronosequences developed on marine sediment and Quaternary red clay showed significant influences of parent materials on the rates and trajectories of Fe evolution (Fig. 3). Total Fe and oxide bound Fe in the calcareous paddy soil chronosequence increased consistently from 47 and 5 kg m−2, respectively, in the uncultivated soil (P0-MS) to 69 and 23 kg m−2 after 1000 years of rice cultivation (P1000-MS) (Fig. 3). The average increasing rate of total Fe (0.32 kg m−2 yr−1) and oxide bound Fe (0.19 kg m−2 yr−1) during the first 50 years of rice cultivation was, respectively, 36- and 28-fold greater than that between 50- and 1000-yrs time period (Fig. 3). The silicate bound Fe in the calcareous paddy soil chronosequence increased gradually from 31 kg m−2 in the uncultivated soil (P0-MS) to 46 kg m−2 in the 50-yr paddy soil (P50-MS) and then remained relatively constant in the progressively older paddy soils (Fig. 3). The weakly bound Fe in the calcareous paddy soil chronosequence decreased at a rate of 0.12 kg m−2 yr−1 during the initial 50 years of rice cultivation while it showed minimal changes thereafter (Fig. 3). In a sharp contrast, total Fe and oxide bound Fe in the acid paddy soil chronosequence decreased consistently from 73 and 59 kg m−2, respectively, in the uncultivated soil (P0-RC) to 42 and 31 kg m−2 after 300 years of rice cultivation (P300-RC) (Fig. 3). The average decreasing rate of total Fe (0.04 kg m−2 yr−1) and oxide bound Fe (0.20 kg m−2 yr−1) during the first 60 years of rice cultivation was, respectively, 0.36- and 2-fold of that between 60- and 300-year time period (Fig. 3). The silicate bound Fe and weakly bound Fe increased initially from 11 and 3 kg m−2 in the uncultivated soil (P0-RC) to 15 and 9 kg m−2 in the 60-year paddy soil (P60-RC), and then declined gradually to 7 and 4 kg m−2 in the 300-year paddy soil (P300-RC) (Fig. 3).
Figure 3.
Changes in Fe mass within 0~120 cm soil layer during paddy soil development on calcareous marine sediment (a) and acid Quaternary red clay (b).
Previous studies have shown that the critical redox potentials for Fe reduction and consequent dissolution are between + 300 mV and + 100 mV at pH 6~7, and −100 mV at pH 8,while at pH 5 appreciable Fe reduction occurs at + 300 mV52. The pH value of paddy soils derived from calcareous marine sediment and acid Quaternary red clay ranged from 6.3 to 8.6 and from 4.8 to 6.4, respectively (Table S2). The alkaline environment at the initial stage (0~50 years) of calcareous paddy soil evolution (Table S2) would impede loss of Fe from the profile, and thus an initial period of Fe accumulation was observed in the calcareous paddy soil chronosequence (Fig. 3). As pedogenesis proceeded and CaCO3 was gradually removed from the profile, the soil pH decreased (Table S2) and Fe accumulated at a lower rate in the later stages of calcareous paddy soil evolution (Fig. 3). In contrast, the acid environment (Table S2) together with the relatively high leaching potential in the acid paddy soil chronosequence are expected to promote Fe mobilization and leaching loss after artificial flooding (Fig. 3). This was confirmed by the rapid decrease of Fe and clay content in the acid paddy soil chronosequence in the sloping upland area, which contrasted markedly with the gradual increase of Fe and clay content in the calcareous paddy soil chronosequence in the plain area (Fig. 3, Table S2). In addition to the reductive leaching38,44,46,47, particle-facilitated leaching and transport of Fe may also explain the rapid decrease Fe of in the acid paddy soil chronosequence developed on the sloping upland area. Further studies on Fe transport by particles and colloids in terraced paddy soils at different slope positions are required to test this hypothesis.
Phases and rates of magnetism changes during paddy soil evolution
Previous studies have demonstrated that paddy soils exhibit lower magnetic susceptibility than their well-drained counterparts40,42,44, however, little is known about the rates of magnetism changes during long-term paddy soil evolution. Our study showed different phases and rates of magnetism changes during paddy soil development on calcareous marine sediment and acid Quaternary red clay (Fig. 4). The vertical distribution of magnetic parameters was uniform in the calcareous paddy soil chronosequence (Fig. 2) and we identified three periods/phases of magnetism changes based on the shifts in magnetic parameters (Fig. 4). The initial phase occurred within half a century and comprised rapid decreases in χm, SIRM, IRMs, ARM and S-ratio, and a slow decline of IRMh (Fig. 4). The weighted-mean value of χm, SIRM, IRMs, ARM, S-ratio and IRMh within the 120 cm profile in the 50-yr paddy soil (P50-MS) decreased by 78%, 73%, 80%, 72%, 26% and 12% respectively relative to the uncultivated soil (P0-MS). According to the physical meanings of the different magnetic parameters (Table S3), these changes suggest a rapid destruction of fine-grained maghemite and/or ultrafine magnetite during the initial stage of paddy soil evolution (0~50 years). The second phase lasted several centuries (50~300 years) comprising a relatively constant IRMh and a slow rate of decline in χm, SIRM, IRMs, ARM and S-ratio (Fig. 4). The rate of decrease in χm, SIRM, IRMs, ARM and S-ratio within 120 cm profile at this stage (50~300 years) was less than 5% of that in the initial stage (0~50 years). These results suggest that ferrimagnetic minerals (magnetite and maghemite) decrease successively while the antiferromagnetic minerals (hematite and goethite) remain relatively constant within 50~300 years. In the third phase (700~1000 years), χm, SIRM, IRMs, ARM and S-ratio showed minimal changes while IRMh declined rapidly (Fig. 4), suggesting significant depletion of antiferromagnetic minerals (hematite and goethite) occurred after 700 years of paddy cultivation. This resulted in the lowest content of magnetic minerals in the oldest paddy soil (Figs 2 and 4). The rapid decline of IRMh after 700 years coincided with the complete removal of CaCO3 (Table S2). Higher soil pH due to the existence of CaCO3 has been confirmed to retard the transformation of silicate Fe to secondary Fe oxides as well as the reduction and leaching loss of Fe oxides4. We thus hypothesize that the complete removal of CaCO3 after 700 years of paddy cultivation would promote the reduction and leaching loss of Fe oxides (including the antiferromagnetic minerals) and consequently result in the rapid decrease of IRMh. Further work needs to be done to establish the link between CaCO3 content and the formation and transformation of magnetic minerals.
Figure 4.
Phases and rates of magnetism changes during paddy soil development on calcareous marine sediment (a) and acid Quaternary red clay (b).
The acid paddy soil chronosequence showed two phases of magnetism changes, but the changes in the 0–50 cm soil layer were completely different from that in the 50–120 cm soil layer. In the first phase (0~60 years), χm, SIRM, IRMs, and ARM declined but IRMh increased rapidly in the 0–50 cm soil layer, while all these magnetic parameters declined in the 50–120 cm soil layer (Fig. 4). The weighted-mean value of χm, SIRM, IRMs, and ARM within 0–50 cm in the 60-yr paddy soil (P60-RC) decreased by 98%, 86%, 94%, and 82% respectively relative to the uncultivated soil (P0-RC). In the second phase (60~300 years), there were minimal changes of different magnetic parameters (χm, SIRM, IRMs, IRMh and ARM) in the 0–50 cm soil layer, while χm, SIRM, IRMs, and ARM decreased rapidly after 150 years of paddy cultivation in the 50–150 cm soil layer (Fig. 4). Previous studies have demonstrated the relations between Fe oxides, soil color and soil formation4. Hematite-containing soils (usually with associated goethite) have hues between 5YR and 10R, whereas goethite-containing soils with no hematite have hues between 7.5YR and 2.5Y. Soils with lepidocrocite and ferrihydrite covered the hues in-between-range of 5YR~7.5YR with values > 6 for lepidocrocite and <6 for ferrihydrite. Based on soil color (Table S1) and the magnetic properties (Fig. 2), the magnetic minerals were dominated by goethite within 0–50 cm and by hematite within 50–120 cm after 300 years of paddy cultivation.
The evident depletion of magnetism during the anthropedogenesis of paddy soils (Figs 2 and 4) contrasts markedly with the observations of magnetic enhancement during natural pedogenesis17–25. The increase of magnetic susceptibility during natural soil formation under predominantly oxic weathering conditions has been attributed to the formation of nano-sized magnetite and/or maghaemite, irrespective of the different parent materials20,21,24. The periodic submergence and drainage in paddy soils alters this trajectory of magnetism changes by destroying the ferrimagnetic minerals. Previous studies have shown that reducing conditions in paddy soils enhance the dissolution of ferrimagnetic minerals, leading to reduced magnetic properties in paddy soils relative to their well-drained counterparts40,42,44. Our results also showed that magnetic parameters (χm, SIRM, IRMs, ARM and S-ratio) declined rapidly during the early stage of paddy soil development on different parent materials (Fig. 4). The overall magnetic depletion during anthropedogenesis of paddy soils over a millennium time scale (Fig. 4) provides an opportunity to use magnetic susceptibility for estimating the relative age of paddy soils. In addition, our study using a chronosequence approach demonstrated that the parent material and time-span influence the rates of magnetic depletion in different phases of magnetic property development (Fig. 4).
Conclusion remarks on the parent material effects
Paddy soil evolution under the influence of artificial submergence and drainage caused changes in soil moisture regimes and redox conditions with both time and depth that controlled Fe transport and redistribution, leading to increasing profile differentiation of Fe oxides (total Fe, oxide-bound Fe, silicate-bound Fe and weakly-bound Fe), rapid decrease of magnetic parameters (e.g., χm, SIRM, IRMs, and ARM), and formation of diagnostic horizons (i.e., anthraquic epipedon and hydragric horizon) and features (i.e., anthraquic moisture regime), irrespective of the different parent materials. However, a comparison of the two contrasting paddy soil chronosequences developed on calcareous marine sediment and acid Quaternary red clay demonstrated significant influence of initial parent material characteristics (e.g., pH, Fe content and compositions, weathering degree and landscape positions) on the rates and trajectories of Fe oxides evolution as well as on the phases and rates of magnetism changes, but this influence diminished with time as prolonged rice cultivation drove paddy soil evolving to common pedogenic features. Yet, it remains to be evaluated whether the initial parent material affects the rate of chemical convergence or how long it takes for the parent material effects to be nullified. This is because some of the properties of parent materials persist following long-term paddy soil management over a millennial time scale53,54, which is known as the pedological memory and inheritance. Paddy soils may originate from many types of soils in pedological terms showing considerable differences in weathering degree and their initial constitutions45. We suggest extensively investigate iron and magnetism changes in paddy soil chronosequences developed on different parent materials and establish the linkage between the expected different evolutional patterns. This will not only provide basic data that are necessary to develop quantitative models of Fe and magnetism changes, but also offers an opportunity to use the established models for predicting the future evolution trends.
Materials and Methods
Study area and sampling sites
The studied paddy soil chronosequences were located respectively on a coastal plain in Cixi County, Zhejiang Province (between 121°2′–121°36′ E and 30°2′–30°19′ N) and on a slope upland in Jinxian County, Jiangxi Province (116°1′–116°32′ E and 28°2′–28°26′ N), in Southern China (Fig. S1). Cixi county has a mean annual air temperature of 16 °C, with yearly extremes ranging from −5 °C to 37 °C, and a mean annual precipitation of 1325 mm of which 73% is concentrated in the rice paddy flooding season (i.e., April to October). The coastal plain ranges from 2.6 m to 5.7 m above sea level, and slopes gently towards the northeast (Fig. S1). Soils in the studied area were developed on calcareous marine sediment from the East China Sea, which received large amounts of terrigenous materials from the nearby Qiantang and Yangtze Rivers53. Step-by-step land reclamation of the tidal mudflat through successive dyke building55 has resulted in a chronosequence with different stages of soil development53. Rice (Oryza sativa L.) cultivation in the lower areas where fresh water is readily available for irrigation generally began after five years of dyke building when the salt concentration decreased to agronomically tolerable levels. Sites with 50, 300, 700 and 1000 years of rice cultivation history (i.e., P50-MS, P300-MS, P700-MS and P1000-MS) were identified (Fig. S1) based on the chronology of dyke construction55. In addition, an uncultivated mud beach profile (P0-MS) was selected to represent the original soil (parent material, time zero) of the paddy soils (Fig. S1). Parent material homogeneity in the inter- and intra-profiles of the studied chronosequence (P0-MS, P50-MS, P300-MS, P700-MS and P1000-MS) has been evaluated by making use of various soil attribute parameters56,57. Details of these profiles (P0-MS, P50-MS, P300-MS, P700-MS and P1000-MS) and the soil chronosequence recognization have been given by Chen et al.53,57 and Huang et al.58,59. Jinxian County has a mean annual air temperature of 17 °C, with yearly extremes from 5 °C to 40 °C, and a mean annual precipitation of 1587 mm, of which 79% is concentrated in the rice paddy flooding season (i.e., April to October). Terraced paddy fields are a common feature in this area. Soils at the bottom of slopes were generally the first to be converted to paddy field; as population pressure increased, lands upslope were progressively brought into paddy cultivation. Thus, these hillside terraces, with increasing cultivation age from the top to the bottom of the slopes, provide soil chronosequences. Soils were derived primarily from acid Quaternary red clays, which were highly weathered, clay rich and phosphorus deficient60,61. A paddy soil chronosequence (Fig. S1) consisting of three profiles with approximately 60 (P60-RC), 150 (P150-RC), and 300 years (P300-RC) of paddy cultivation history, and an uncultivated natural soil profile (P0-RC) representing the original soil (parent material, time zero) of the paddy soils were identified. The history of paddy cultivation in the older profile at the bottom of the slope was determined from local historical literature from when the nearby villages were settled. For the newer profile at the top of the slope, information was obtained by questioning the local farmers. The uncultivated soil profile at the highest slope position was treated as the original soil, i.e., time zero with respect to paddy cultivation. The relative ages of the collected paddy soils were confirmed by Han (2012)60 using the profile development index (PDI) according to Harden (1982)62. Details of these profiles (P0-RC, P60-RC, P150-RC, and P300-RC) were given by Han60, Han et al.61, and Huang et al.58,59, who investigated pedogenic changes in basic soil properties, clay minerals and phosphorus fractions. The studied chronosequence was also a toposequence, which complicated the interpretation of the results49. In general, time of cultivation had the more significant role, since soil moisture regimes of paddy soils were maintained similarly. In hilly regions, terrace construction greatly reduced water loss and soil erosion and substantially weakened the influence of topography on pedogenesis. Additionally, all four sites were on geomorphically stable topographic positions with low slope gradient (<5°), minimizing the effect of local erosion and deposition. Thus, the role of topography was not separately analyzed for different sampling sites, as we ascribed differential pedogenesis to the difference in time available for pedogenesis.
Soil sampling and description
Within each area of identical paddy cultivation history, one representative profile was chosen for soil sampling based on soil landscape and geomorphological characteristics of that area. All soil samples were collected when the fields were drained after rice harvest. Soil profiles were described and sampled according to genetic horizons following standard field description guidelines63,64. The uncultivated soil profiles (P0-MS, P0-RC) in both chronosequences were generally homogeneous throughout its depth, with no visually discernible horizon differentiation (Fig. S2). In contrast, the paddy soil profiles showed complicated patterns with depth due to anthropedogenesis and consisted of an anthrostagnic epipedon, including the cultivated horizon (Ap1) and the plow pan (Ap2), and a hydragric horizon (Br or Bg) (Fig. S2, Table S1). Differences in morphological properties, including soil color, texture and redoximorphic features, were also evident between the relatively younger pedon and the older ones in both chronosequences (Fig. S2, Table S1). The original soils of the two paddy soil chronosequences were defined as Primosols (P0-MS) and Ferrosols (P0-RC), respectively. The paddy soils were defined as Hapi-Stagnic Anthrosols (P50-MS, P300-MS, P60-RC, P150-RC), Fe-leachi-Stagnic Anthrosols (P700-MS, P300-RC), and Fe-accumuli-Stagnic Anthrosol (P1000-MS) by referring to Chinese Soil Taxonomy65 (Table S1). The detailed field descriptions and classifications of the soil profiles are given in Table S1.
Analysis of basic soil physicochemical properties
After collection, samples of each soil horizon were dried at room temperature and then gently crushed using a wooden pestle and mortar and passed through a 2-mm nylon sieve. Soil bulk density was measured on the 100 cm−3 undisturbed soil cores by drying the cores for 24 h at 105 °C. The particle size distribution was determined by the pipette method and the clay content was defined as the mass percentage of particles <2 μm in diameter for the whole soil. Soil pH was determined at a 1:2.5 soil/solution ratio using distilled water and the carbonate content was determined using a Dietrich Fruhling pressure calcimeter according to the Institute of Soil Science, Chinese Academy of Sciences (1978)66. Soil organic carbon (SOC) was measured by the Walkley-Black wet oxidation method67 using the 149-μm fraction. Total nitrogen (Ntot) was measured by Kjeldahl method68 and total phosphorus (Ptot) was determined by HClO4-HF digestion followed by colorimetric analysis66. For total elemental analysis, soil samples (<74 μm) were fused by a mixture of 1:1 lithium metaborate and lithium tetraborate for 30 min in a 1000 °C muffle furnace and then were dissolved in 10% HNO3 + 1% HF solution. Total elemental concentrations including K, Na, Ca, Mg, Fe, Mn, Al, Si, Ti, and Zr were determined by inductively coupled plasma-optical emission spectrometry. We estimated the precision as 5~10% relative standard deviation based on replicates and standard samples (Geochemical Standard Reference Sample Soil, GSS-3). The measured data are listed in Table S2. The dynamic changes in basic soil physicochemical properties have been reported by Chen et al.53, Han et al.61, and Huang et al.58,59. Briefly, the calcareous paddy soil chronosequence developed on marine sediment over a millennium time scale showed three phases of pedogenesis: an initial phase during the first few decades (0~50 years) dominated by rapid desalinization, accumulation of topsoil organic matter and formation of a compacted plow pan (Table S1 and S2); the second phase lasted several centuries (50~700 years) comprising Fe and clay enrichment in the illuvial horizon, and the loss of phosphorus and Mn coincident with the near complete removal of CaCO3 (Table S2); in the third phase (>700 years), (trans-)formation and redistribution of metal oxides were accompanied by clearly visible hydromorphic patterns in paddy subsoils (Table S1, Fig. S2). The acid paddy soil chronosequence developed on Quaternary red clay over a centurial time scale showed rapid accumulation of SOC and increase of pH in surface paddy soils, loss of clay and Fe oxides with prolonged cultivation history (Table S1, Fig. S2), and shifts in phosphorus abundance and speciation as well as clay mineral compositions with both time and depth58,61.
Extraction of Fe oxides and measurement of magnetic properties
Bulk soil samples were subjected to reducing agents with increasing strength to selectively extract major pools of Fe: (1) the Tamm’s extraction69; and (2) the citrate-bicarbonate-dithionite (CBD) extraction70. The Tamm’s extraction is a mixture of oxalic acid and ammonium oxalate, which was performed by shaking the sample-solution mixture in the dark over 4 h at 20 °C with a solid/liquid ratio of 1.25 g/50 ml. The Tamm’s method targets the extraction of weakly bound, short-range-ordered (SRO) and organic bound Fe71. For the extraction by CBD, soil samples were exposed to the reactant mixture at 80 °C for 30 min with a solid/liquid ratio of 0.5 g/25 ml. The CBD method extracts Fe in oxides and hydroxides (e.g., hematite, goethite, lepidocrocite) of all crystallinities—SRO and bulk crystalline70. In addition to the partial extractions, total Fe was dissolved in a HF-HClO4 mixture after calcination of soil organic matter at 450 °C. Fe concentrations in the extracted solutions were analyzed using an Inductively Coupled Plasma-Atomic Emission Spectrometer (ICP-AES, LAS Arras). We calculated the oxide bound Fe concentration by subtracting oxalate-extractable Fe from the CBD-extractable Fe and the silicate bound Fe was calculated by subtracting CBD-extractable Fe from the total Fe concentration. Fe mass (kg m−2) in the soil pedon (0–120 cm) was calculated by multiplying Fe concentrations by bulk density and thickness of soil horizons using the following equation:
| 1 |
where C Fe, D i, and E i is, respectively, the Fe concentration (g kg−1), bulk density (g cm−3) and depth (cm) in the i horizon.
Magnetic parameters were measured and calculated according to Evans and Heller (2003)21 and Lu (2003)42. Briefly, magnetic susceptibility (χm) was measured with a Bartington MS2 meter (Bartlington Instruments Ltd., Oxford, UK) at both low (0.47 kHz, χ lf) and high frequencies (4.7 kHz, χ hf). Frequency-dependent magnetic susceptibility (χd) was calculated as [(χlf − χhf)/χlf] × 100%. Isothermal remanent magnetization (IRM) was produced in progressively increasing magnetic fields (i.e., 20 mT, 30 mT, 50 mT, 100 mT, 300 mT, 1000 mT) and then was determined under reverse magnetic fields (−300 mT, −100 mT, −20 mT) using a Molspin pulse magnetizer (Molspin Ltd., Newcastle on Tyne, UK). The induced remanence after imposing each magnetic field was measured in a Molspin spinner magnetometer. The anhysteretic remanent magnetization (ARM) was acquired in a steady field of 0.04 mT imposed on an AC field with decreasing amplitude from a maximum of 100 mT to 0 mT33. The IRM at 1000 mT was defined as saturation isothermal remanent magnetization (SIRM) and was used to calculate the soft isothermal remanent magnetization (IRMs), hard isothermal remanent magnetization (IRMh), S-ratio and L-ratio using the following formulas:
| 2 |
| 3 |
| 4 |
| 5 |
Detailed information and interpretations of the operationally defined Fe pools and measured magnetic parameters are given in Table S3.
Data availability
All data generated or analyzed during this study are included in the article and attached in the Supplementary Information files.
Electronic supplementary material
Acknowledgements
This study was supported by projects from Natural Science Foundation of China (Grant no. 41601221 and 41571130051), State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences (Grant no. Y20160003), and Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences (Grant no. LENOM2016Q0001).
Author Contributions
L.M. Huang contributed to project design, perform experiment and write the manuscript. X.X. Jia contributed to data analyses, interpretation and manuscript writing. M.A. Shao and G. L. Zhang contributed to project design and initiation, write and review the manuscript. L.M. Chen and G. Z. Han assisted with soil sampling and conducted the magnetic analyses.
Competing Interests
The authors declare that they have no competing interests.
Footnotes
Electronic supplementary material
Supplementary information accompanies this paper at 10.1038/s41598-017-18963-x.
Publisher's note: Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Contributor Information
Ming’an Shao, Email: shaoma@igsnrr.ac.cn.
Ganlin Zhang, Email: glzhang@issas.ac.cn.
References
- 1.Gao, G. Composition of the continental crust (ed Runick R. L.) Ch.1, 1–64 (Amsterdam, The Netherlands, Elsevier, 2004).
- 2.Bernuzzi GCF, Recalcati S. A precious metal: iron, an essential nutrient for all cells. Genes Nutr. 2006;1:25–40. doi: 10.1007/BF02829934. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Stucki JW, Goodman BA, Schwertmann U. Iron in Soils and Clay Minerals. Dordrecht, the Netherlands: D. Reidel; 1988. [Google Scholar]
- 4.Cornell RM, Schwertmann U. The Iron Oxides: Structure, Properties, Reactions, Occurrences, and Uses. Weinheim: Wiley-VCH Verlag GmbH & Co. KGaA; 2003. [Google Scholar]
- 5.van Breemen N, Buurman P. Soil Formation. Dordrecht, the Netherlands: Kluwer Acad. Publ.; 2004. [Google Scholar]
- 6.Kaiser K, Guggenberger G. The role of DOM sorption to mineral surfaces in the preservation of organic matter in soils. Org. Geochem. 2000;31:711–725. doi: 10.1016/S0146-6380(00)00046-2. [DOI] [Google Scholar]
- 7.Lalonde K, Mucci A, Ouellet A, Ge´linas Y. Preservation of organic matter in sediments promoted by iron. Nature. 2012;483:198–200. doi: 10.1038/nature10855. [DOI] [PubMed] [Google Scholar]
- 8.Torrent J, Schwertmann U, Schulze DG. Iron oxide mineralogy of some soils of two river terrace sequences in Spain. Geoderma. 1980;23:191–208. doi: 10.1016/0016-7061(80)90002-6. [DOI] [Google Scholar]
- 9.McFadden LD, Hendricks DM. Changes in the content and composition of pedogenic iron oxyhydroxides in a chronosequence of soils in southern California. Quaternary Res. 1985;23:189–204. doi: 10.1016/0033-5894(85)90028-6. [DOI] [Google Scholar]
- 10.Diaz MC, Torrent J. Mineralogy of iron oxides in two soil chronosequences of central Spain. Catena. 1989;16:291–299. doi: 10.1016/0341-8162(89)90015-5. [DOI] [Google Scholar]
- 11.Aniku JRF, Singer MJ. Pedogenic iron oxide trends in a marine terrace chronosequence. Soil Sci. Soc. Am. J. 1990;54:147–152. doi: 10.2136/sssaj1990.03615995005400010023x. [DOI] [Google Scholar]
- 12.Vodyanitskii YN. Iron hydroxides in soils: A review of publications. Eur. Soil Sci. 2010;43:1244–1254. doi: 10.1134/S1064229310110074. [DOI] [Google Scholar]
- 13.Baker LL, Strawn DG, Vaughan KL, McDaniel PA. XAS study of Fe mineralogy in a chronosequence of soil clays formed in basaltic cinders. Clays Clay Miner. 2010;58:772–782. doi: 10.1346/CCMN.2010.0580605. [DOI] [Google Scholar]
- 14.Kiczka M, et al. Iron speciation and isotope fractionation during silicate weathering and soil formation in an alpine glacier forefield chronosequence. Geochim. Cosmochim. Acta. 2011;75:5559–5573. doi: 10.1016/j.gca.2011.07.008. [DOI] [Google Scholar]
- 15.Martín-García JM, et al. Iron oxides and rare earth elements in the clay fractions of a soil chronosequence in southern Spain. Eur. J. Soil Sci. 2016;67:749–762. doi: 10.1111/ejss.12377. [DOI] [Google Scholar]
- 16.LeBorgne E. Susceptibilité magnétiques anormale du sol superficiel. Ann. Geophys. 1955;11:399–419. [Google Scholar]
- 17.Mullins CE. Magnetic susceptibility of the soil and its significance in soil science–a review. Eur. J. Soil Sci. 1977;28:223–246. doi: 10.1111/j.1365-2389.1977.tb02232.x. [DOI] [Google Scholar]
- 18.Fine P, Singer MJ, La Ven R, Verosub K, Southard RJ. Role of pedogenesis in distribution of magnetic susceptibility in two California chronosequences. Geoderma. 1989;44:287–306. doi: 10.1016/0016-7061(89)90037-2. [DOI] [Google Scholar]
- 19.Singer MJ, Fine P, Verosub KL, Chadwick OA. Time dependence of magnetic susceptibility of soil chronosequences on the California coast. Quaternary Res. 1992;37:323–332. doi: 10.1016/0033-5894(92)90070-Y. [DOI] [Google Scholar]
- 20.Singer MJ, Verosub KL, Fine P, TenPas J. A conceptual model for the enhancement of magnetic susceptibility in soils. Quaternary Int. 1996;34:243–248. doi: 10.1016/1040-6182(95)00089-5. [DOI] [Google Scholar]
- 21.Evans ME, Heler F. Magnetism. San Diego, CA: Academic Press; 2003. Environmental. [Google Scholar]
- 22.Lu SG, Xue QF, Zhu L, Yu JY. Mineral magnetic properties of a weathering sequence of soils derived from basalt in Eastern China. Catena. 2008;73:23–33. doi: 10.1016/j.catena.2007.08.004. [DOI] [Google Scholar]
- 23.Liu QS, et al. Environmental magnetic study of a Xeralf chronosequence in northwestern Spain: Indications for pedogenesis. Palaeogeogr. Palaeocl. 2010;293:144–156. doi: 10.1016/j.palaeo.2010.05.008. [DOI] [Google Scholar]
- 24.Torrent J, Liu QS, Barrón V. Magnetic susceptibility changes in relation to pedogenesis in a Xeralf chronosequence in northwestern Spain. Eur. J. Soil Sci. 2010;61:161–173. doi: 10.1111/j.1365-2389.2009.01216.x. [DOI] [Google Scholar]
- 25.Hu P, Liu Q, Heslop D, Roberts AP, Jin C. Soil moisture balance and magnetic enhancement in loess–paleosol sequences from the Tibetan Plateau and Chinese Loess Plateau. Earth Planet Sci. Lett. 2015;409:120–132. doi: 10.1016/j.epsl.2014.10.035. [DOI] [Google Scholar]
- 26.Liu ZF, et al. Magnetism of a red soil core derived from basalt, northern Hainan Island, China: Volcanic ash versus pedogenesis. J. Geophys. Res.-Sol. Earth. 2017;122:1677–1696. [Google Scholar]
- 27.Fassbinder JWE, Stanjekt H, Vali H. Occurrence of magnetic bacteria in soil. Nature. 1990;343:161–163. doi: 10.1038/343161a0. [DOI] [PubMed] [Google Scholar]
- 28.Byrne JM, et al. Size dependent microbial oxidation and reduction of magnetite nano-and micro-particles. Sci. Rep. 2016;6:30969. doi: 10.1038/srep30969. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Williams RD, Cooper JR. Locating soil boundaries using magnetic susceptibility. Soil Sci. 1990;150:889–896. doi: 10.1097/00010694-199012000-00009. [DOI] [Google Scholar]
- 30.Grimley DA, Arruda NK, Bramstedt MW. Using magnetic susceptibility to facilitate more rapid, reproducible and precise delineation of hydric soils in the midwestern USA. Catena. 2004;58:183–213. doi: 10.1016/j.catena.2004.03.001. [DOI] [Google Scholar]
- 31.Valaee M, Ayoubi S, Khormali F, Lu SG, Kaeimzadeh R. Using magnetic susceptibility to discriminate between soil moisture regimes in selected loess and loess-like soils in northern Iran. J. Appl. Geophy. 2016;127:23–30. doi: 10.1016/j.jappgeo.2016.02.006. [DOI] [Google Scholar]
- 32.Jordanova N. Soil Magnetism: Applications in Pedology, Environmental Science and Agriculture (Academic Press, San Diego, CA, 2016).
- 33.Hu XF, Wei J, Xu LF, Zhang GL, Zhang WG. Magnetic susceptibility of the Quaternary Red Clay in subtropical China and its paleoenvironmental implications. Palaeogeogr. Palaeocl. 2009;279:216–232. doi: 10.1016/j.palaeo.2009.05.016. [DOI] [Google Scholar]
- 34.Maxbauer DP, Feinberg JM, Fox DL. Magnetic mineral assemblages in soils and paleosols as the basis for paleoprecipitation proxies: A review of magnetic methods and challenges. Earth-Sci. Rev. 2016;155:28–48. doi: 10.1016/j.earscirev.2016.01.014. [DOI] [Google Scholar]
- 35.Dudal R. The sixth factor of soil formation. Eur. Soil Sci. 2005;38:S60. [Google Scholar]
- 36.Yu, T. R. Physical Chemistry of Paddy Soils (Science Press, Beijing, 1985).
- 37.Li QK. Paddy Soils in China. Beijing: Science Press; 1992. [Google Scholar]
- 38.Zhao HT. Differentiation of iron oxides in paddy soils of Chendu Plain. Acta Pedol. Sin. 1992;29:192–198. [Google Scholar]
- 39.Zhang GL, Gong ZT. Geochemical features of element migration under artificial submergence. Acta Pedol. Sin. 1993;30:355–365. [Google Scholar]
- 40.Yu JY, Zhao WS, Zhan SR. The magnetic susceptibility profile of paddy soils in Tai Hu basin. Acta Pedol. Sin. 1981;18:376–382. [Google Scholar]
- 41.Lu SG. A comparative study on magnetic minerals of red soil and paddy soil. Bullet. Sci. Technol. 1999;15:409–413. [Google Scholar]
- 42.Lu SGS. Magnetism and Environment in China. Beijing: Higher Education Press; 2003. [Google Scholar]
- 43.Lu SG, Zhu L, Yu JY. Mineral magnetic properties of Chinese paddy soils and its pedogenic implications. Catena. 2012;93:9–17. doi: 10.1016/j.catena.2012.01.002. [DOI] [Google Scholar]
- 44.Han GZ, Zhang GL. Changes in magnetic properties and their pedogenetic implications for paddy soil chronosequences from different parent materials in south China. Eur. J. Soil Sci. 2013;64:435–444. doi: 10.1111/ejss.12050. [DOI] [Google Scholar]
- 45.Huang LM, et al. The use of chronosequences in studies of paddy soil evolution: a review. Geoderma. 2015;237:199–210. doi: 10.1016/j.geoderma.2014.09.007. [DOI] [Google Scholar]
- 46.Gong ZT. Pedogenesis of paddy soils and its significance in soil classification. Soil Sci. 1983;35:5–10. [Google Scholar]
- 47.Gong ZT. Origin, evolution and classification of paddy soils in China. Adv. Soil Sci. 1986;5:174–200. [Google Scholar]
- 48.Kyuma K. Paddy Soil Science. Kyoto: Kyoto University Press; 2004. [Google Scholar]
- 49.Zhang GL, Gong ZT. Pedogenic evolution of paddy soils in different soil landscapes. Geoderma. 2003;115:15–29. doi: 10.1016/S0016-7061(03)00072-7. [DOI] [Google Scholar]
- 50.Ponnamperuma FN. The chemistry of submerged soils. Adv. Agron. 1972;24:29–96. doi: 10.1016/S0065-2113(08)60633-1. [DOI] [Google Scholar]
- 51.Kirk G. The Biogeochemistry of Submerged Soils. Chichester: John Wiley & Sons; 2004. [Google Scholar]
- 52.Gotoh S, Patrick WH. Transformation of iron in a waterlogged soil as influenced by redox potential and pH. Soil Sci. Soc. Am. J. 1974;38:66–71. doi: 10.2136/sssaj1974.03615995003800010024x. [DOI] [Google Scholar]
- 53.Chen LM, Zhang GL, Effland WR. Soil characteristic response times and pedogenic thresholds during the 1000-year evolution of a paddy soil chronosequence. Soil Sci. Soc. Am. J. 2011;75:1807–1820. doi: 10.2136/sssaj2011.0006. [DOI] [Google Scholar]
- 54.Kölbl A, et al. Accelerated soil formation due to paddy management on marshlands (Zhejiang Province, China) Geoderma. 2013;228:67–89. [Google Scholar]
- 55.Wang, Q. Y. Evolution History of Seawall in Cixi County, Zhejiang Province (Fang Zhi Press, Beijing, 2004).
- 56.Chen LM, Zhang GL. Parent material uniformity and evolution of soil characteristics of paddy soil chronosequence derived from marine sediments. Acta Pedol. Sin. 2009;46:753–763. [Google Scholar]
- 57.Chen LM, Zhang GL, Jin ZD. Rare earth elements of a 1000-year paddy soil chronosequence: implications for sediment provenances, parent material uniformity and pedological changes. Geoderma. 2014;230:274–279. doi: 10.1016/j.geoderma.2014.03.023. [DOI] [Google Scholar]
- 58.Huang LM, Zhang GL, Thompson A, Rossiter DG. Pedogenic transformation of phosphorus during paddy soil development on calcareous and acid parent materials. Soil Sci. Soc. Am. J. 2013;77:2078–2088. doi: 10.2136/sssaj2013.01.0033. [DOI] [Google Scholar]
- 59.Huang LM, Thompson A, Zhang GL. Long-term paddy cultivation significantly alters topsoil phosphorus transformation and degrades phosphorus sorption capacity. Soil Till. Res. 2014;142:32–41. doi: 10.1016/j.still.2014.04.007. [DOI] [Google Scholar]
- 60.Han, G. Z. Pedogenesis of Hydragric Anthrosols chronosequences from different parent materials in South China. Doctoral Dissertation, Institute of Soil Science, Chinese Academy of Soil Sciences (2012).
- 61.Han GZ, Zhang GL, Li DC, Yang JL. Pedogenetic evolution of clay minerals and agricultural implications in three paddy soil chronosequences of south China derived from different parent materials. J. Soils Sediment. 2015;15:423–435. doi: 10.1007/s11368-014-0979-0. [DOI] [Google Scholar]
- 62.Harden JW. A quantitative index of soil development from field descriptions: examples from a soil chronosequence in central California. Geoderma. 1982;28:1–28. doi: 10.1016/0016-7061(82)90037-4. [DOI] [Google Scholar]
- 63.Schoeneberger, P. J., Wysocki, D. A., Benham, E. C. & Broderson, W. D. Field Book for Describing and Sampling Soils, 2nd edn (Natl. Soil Surv. Ctr., Lincoln, NE, 2002).
- 64.FAO. World Reference Base for Soil Resources 2006 (World Soil Resour. Rep. 103. FAO, Rome, 2006).
- 65.Cooperative Research Group on Chinese Soil Taxonomy. Chinese Soil Taxonomy (Science Press, Beijing, 2001).
- 66.Institute of Soil Science, Chinese Academy of Sciences . Methods for Soil Physical and Chemical Analysis. Shanghai: Shanghai Sci. and Technol. Press; 1978. [Google Scholar]
- 67.Nelson, D. W. & Sommers., L. E. Total carbon, organic carbon and organic matter (eds Page A. L. et al.) Ch. 29, 539–577 (Agron. Monogr. 9. ASA and SSSA, Madison, WI, 1982).
- 68.Bremner JM. Determination of nitrogen in soil by the Kjeldahl method. J. Agr. Sci. 1960;55:11–33. doi: 10.1017/S0021859600021572. [DOI] [Google Scholar]
- 69.Tamm O. Eine method zur bestimmung der anorganishen komponenten des golkomplex im boden. Medd. Statens Skogforsoksanst. 1922;19:385–404. [Google Scholar]
- 70.Mehra OP, Jackson ML. Iron oxide removal from soils and clays by a dithionite-citrate system buffered with sodium bicarbonate. Clays Clay Miner. 1960;7:317–327. doi: 10.1346/CCMN.1958.0070122. [DOI] [Google Scholar]
- 71.Duchaufour P, Souchier B. Note sur une méthode d’extraction combinée de l’aluminium et du fer libres dans les sols. Sci. du sol. 1966;1:17–29. [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
All data generated or analyzed during this study are included in the article and attached in the Supplementary Information files.



