Abstract
The sustainability of human societies is contingent upon our ability to accurately predict the effects of future climate change on the global environment and humanity. Wise responses to forthcoming environmental alterations require extensive knowledge from historical precedents. However, in coastal East Asia, a region with a long history of agriculture, it is challenging to obtain paleoenvironmental proxy data without anthropogenic disturbances that can be used to assess the impact of late Holocene climate change on local communities. This study introduces a high-resolution multi-proxy sedimentary record from an isolated crater in Jeju Island, Korea, to elucidate the mechanisms underlying mid-to-late Holocene climate change and its impacts on ancient societies. Our findings suggest that hydroclimate changes were predominantly governed by sea surface temperature fluctuations in the western tropical Pacific, with low-frequency variability in solar activity and a decrease in summer insolation identified as primary drivers of temperature change. Moreover, ancient societies on the Korean peninsula were significantly affected by recurring cooling events, including the 2.8 ka event, 2.3 ka event, Late Antique Little Ice Age, maunder minimum, and others.
Similar content being viewed by others
Introduction
The persistent progression of global warming and the accelerating pace of environmental change pose serious threats to human survival, leading to increased interest in understanding how past climate changes influenced ancient societies and their coping mechanisms. The coastal regions of East Asia, including eastern China, the Korean Peninsula, and Japan, have been populated for thousands of years, making them ideal for such research. By reconstructing past climates and vegetation, then correlating those data with the region’s abundant archaeological and historical records, we can acquire extensive information about the potential consequences of future climate change on humans and societies.
To explore past climate changes, scientists analyze various natural samples such as glaciers, stalagmites, tree rings, and lake sediments. However, in coastal East Asia, it is particularly challenging to find suitable samples for paleoenvironmental research. Although glaciers and stalagmites provide detailed, long-term information regarding past climate variability, their locations in remote areas (e.g., poles and karst mountains) limit their usefulness with respect to analyzing local climate variations that could have influenced ancient societies1,2.
Furthermore, tree rings offer precise dating, which is crucial for establishing the relationship between Holocene climate change and local social responses. However, trees that are sensitive to climate change are generally conifers that thrive in arid regions with < 800 mm of annual precipitation3. Paleoclimate information from trees in agriculturally favorable areas is sparse. Thus, except for a few limestone caves4,5,6, wetlands such as lakes and swamps are the only viable sites for Holocene climate investigation in coastal East Asia.
The main challenge lies in differentiating climate change signals from human impacts in sediment proxy data, particularly in regions such as East Asia where a substantial human population in the late Holocene may have influenced these records. For example, pollen data reported from a river floodplain in the southern part of the Korean Peninsula2 clearly showed decreases in the proportion of tree pollen at 2800 and 2300 cal year BP, but there have been differing opinions about this change. The authors saw this change as a result of abrupt short-term drying due to reduced solar activity2, while other researchers interpreted it as a result of human activities7.
Therefore, less anthropogenically impacted alpine lakes and wetlands, such as our study site (Dongsuak crater, situated in Mt. Hallasan National Park) are preferred coring targets. The Dongsuak crater, primarily covered by forest and containing wetlands, offers sediment samples that have remained largely undisturbed by human activities, a rare find in densely populated coastal regions of East Asia with extensive habitation histories. Intact paleoclimate records from this study will also provide a unique opportunity to test the hypothesis of Park et al. that late Holocene climate deterioration led to a southward migration of agriculturalists in coastal East Asia2.
Pollen, a popular sediment proxy data source, is limited by the ability to determine whether vegetation change resulted from temperature or precipitation variations. To address this, we reconstructed shifts in these climate factors predominantly on the basis of pollen data and charcoal accumulation rates (CARs). We sought to thoroughly explore the effects of climate change on human societies.
This paper presents a new high-resolution multi-proxy record (pollen, charcoal, total organic carbon [TOC], and magnetic susceptibility [MS]) of the Holocene using a sediment core from Dongsuak swamp on Jeju Island, South Korea. The research aims to (1) reconstruct the mid-to-late Holocene climate change history in the study area, (2) understand the mechanisms underlying hydroclimate change and temperature variations during this period, (3) examine abrupt short-term cooling and/or drying events, and (4) explore the possible effects of these events on ancient human societies.
Study area
Site description
The Dongsuak crater (33° 21′ 41ʺ N, 126° 37′40ʺ E) is located in the eastern region of Jeju Island, South Korea (Fig. 1). Jeju Island is a shield volcano that emerged from the continental shelf of the Yellow Sea; it comprises layers of basaltic lava and some pyroclastic deposits. The island contains > 450 Quaternary satellite cones, including cinder (scoria) cones, lava cones/domes, and hydromagmatic tuff rings/cones. The centerpiece of the island, Mt. Hallasan, is 1950 m high. The Dongsuak crater, positioned within a parasitic cone on the eastern flank of the primary volcano, is mostly surrounded by permeable basalt that limits surface water.
Nevertheless, impermeable fine clastic sediments, trapped within craters such as Dongsuak, prevent water from seeping into the ground. The Dongsuak crater, part of Mt. Hallasan National Park, is currently safeguarded under the Korea Cultural Heritage Protection Act. The crater is located ~ 700 m above sea level, with a height of ~ 100 m and a circumference of ~ 1800 m. Its northern slope is gradual, whereas its western slope forms a steep, horseshoe-shaped crater that extends southeastward8. Pollen and macrofossil evidence indicate continuous sedimentation over the past 7000 years9; consequently, the crater has transitioned from a lake to a swamp, and gradually to a meadow from the edges inward. It currently contains a swamp with a circumference of ~ 220 m10.
Climate
Korea's climate is distinguished by four distinct seasons, marked by significant variations in monthly average temperatures between summer and winter. Most rainfall occurs during the summer months. The southeast summer monsoon introduces hot, humid conditions to the Korean peninsula, whereas the northwest winter monsoon brings cold, dry weather. During winter, a strong high-pressure cell over continental Siberia triggers clockwise air circulation that flows southeastward over the peninsula. In contrast, during summer, the wind direction reverses because inland areas experience more warming than the sea, leading to the summer monsoon-mediated transport of warm moisture from the sea to the peninsula. However, Jeju Island, our study site, experiences a mild, oceanic climate throughout the year, with a less extreme annual temperature range relative to the peninsula.
The nearby Seongsanpo station records a mean January temperature of 5.4 °C and a mean August temperature of 26.5 °C. The region receives annual mean rainfall of 2030 mm, thus ranking second among the 74 stations in South Korea11. Because of orographic effects, the slopes of Mt. Hallasan experience significant variation in annual rainfall (Fig. 2a), with high precipitation primarily on the eastern and southern flanks of the island. This pattern is partially attributed to the maritime effects of the warm Tsushima Current, a subset of the larger Kuroshio Current (Fig. 1), which weakens the winter monsoon, thereby yielding relatively mild and humid conditions on the island during winter. The effects of tropical cyclones, or typhoons, are particularly visible on Jeju Island during the summer.
Vegetation
Vegetation on Jeju Island displays significant altitude-based variations, which have been the subject of numerous studies (Fig. 2b)12,13,14. The eastern slope of Mt. Hallasan contains various forest types, including evergreen broadleaved forests (ca. 0–500 m above sea level), deciduous broadleaved forests (ca. 500–1350 m), mixed deciduous broadleaved-coniferous forests (ca. 1350–1500 m), coniferous forests (ca. 1500–1800 m), and subalpine scrub and grassland (ca. 1800–1950 m).
Several lower elevation regions have been repurposed for agriculture12,14. Historical records indicate that over the past millennium, semi-natural lowland grasslands have been used to raise horses and cattle. The grazed areas are predominantly populated by species such as Trifolium repens, Botrychium virginianum, Rosa multiflora, Miscanthus sinensis, and Imperata cylindrica15.
The evergreen broadleaved forest mainly consists of species such as Castanopsis sieboldii, Quercus acuta, Distylium racemosum, Camellia japonica, Eurya japonica, Ligustrum lucidum, Ilex crenata, and Daphniphyllum macropodum; the deciduous broadleaved forest is populated by Carpinus laxiflora, C. tschonoskii, Quercus serrata, Betula ermanii, Acer palmatum, and Styrax obassia14. The mixed deciduous broadleaved-coniferous forest is dominated by Quercus mongolica and Pinus densiflora; Taxus cuspidata, Abies holophylla, Abies koreana, and Pinus densiflora are the primary species found in the coniferous forest16. The scrub at the peak of Mt. Hallasan primarily consists of Juniperus chinensis, Empetrum nigrum, Rhododendron mucronulatum, Berberis amurensis, Vaccinium uliginosum, Salix blinii, and herbs such as Carex siderosticta, Tofieldia fauriei, Cirsium japonicum, and Duchesnea chrysantha12.
The Dongsuak swamp currently contains various plant species, including (in descending order of frequency) Isachne globosa, Juncus effusus, Persicaria sieboldii, Scirpus fluviatilis, and Carex heterolepis. Less commonly encountered species include Eleocharis acicularis, Scirpus triangulates, Eriocaulon sieboldianum, Stellaria alsine, and Aneilema keisak. However, because of human activities and the resulting clastic influx, the swamp is gradually transitioning into a meadow. The ecotone between the forest and meadow features species such as Rosa multiflora and Viola verecunda17. The inner slopes of the crater are dominated by deciduous broadleaved trees such as Carpinus laxiflora, Carpinus tschonoskii, Quercus Serrata, and Styrax japonica, as well as evergreen broadleaved trees such as Neolitsea sericea18.
Results and discussion
Chronology and stratigraphy
This study established a depth-age model for our 3-m-long core, founded on 10 radiocarbon dates (Table 1). The deposition rate of the Dongsuak sediments was relatively constant, suggesting that the swamp's sedimentary environments remained stable during the mid-to-late Holocene. Paleoenvironmental multi-proxy data were obtained from the upper 150 cm of the sediment core (Fig. 3). Sedimentation rates from the 150 cm depth to the surface fluctuated between 0.2 mm/year and 0.5 mm/year, averaging 0.36 mm/year. Sediments below 50 cm depth were relatively coarse, containing even sandy grains with low organic contents. However, sediments above this depth, primarily composed of fine silt materials, were characterized by decreased deposition rates, as well as increasing pollen concentrations and TOC percentages. TOC values from 150 cm depth to 55 cm depth were mostly below 15%. However, there was a substantial increase from the 27 cm depth upwards, exceeding 40% at the topmost layer.
Paleoenvironmental proxy data
For ease of discussion, the pollen diagrams were divided into five zones and three subzones based on clustering results (Fig. 4). The same zones were also utilized to describe other proxy data (Figs. 5 and 6).
Pollen zone 1 (150–55 cm): 4350–1700 cal year BP
This zone was divided into three subzones. Zone 1a (150–128 cm) exhibited a high pollen percentage of herbaceous plants, including Artemisia and Poaceae, as well as aquatic plants such as Cyperaceae (Fig. 4). TOC percentages were relatively high, whereas MS values and CARs were low (Fig. 5). Notably, there was a negative correlation between TOC and MS throughout the sediment profile.
In zone 1b (128–90 cm), there were consistent decreases in Artemisia and Poaceae percentages, whereas Quercus subg. Lepidobalanus showed an increase. Cyperaceae frequencies were lower, and tree pollen index of temperature (TPIT) values were higher, compared with the previous subzone (Fig. 6). TOC percentages gradually increased, whereas MS values declined.
Zone 1c (90–55 cm) was characterized by a significant increase in Lepidobalanus percentages. Similar to zone 1b, Artemisia and Poaceae percentages steadily decreased. Cyperaceae frequencies and CARs both showed a substantial increase around 2300 cal year BP, followed by a gradual decline. TPIT and MS values consistently decreased.
Pollen zone 2 (55–37 cm): 1700–1150 cal year BP
In zone 2, the percentages of Artemisia and Poaceae dramatically decreased to ≤ 2%. Lepidobalanus and Cyperaceae also experienced substantial decreases. Conversely, Carpinus percentages substantially increased to nearly 50%, and Botryococcus greatly increased to 80%. TPIT values continued to decrease until 1500 cal year BP, then began to recover. CARs steadily decreased. TOC percentages were higher compared with the previous period, whereas MS values were lower. Notably, TOC, MS, and Botryococcus data all exhibited two peaks.
Pollen zone 3 (37–26 cm): 1150–700 cal year BP
All proxy records from zone 3 displayed trends opposite to the findings in zone 2. Carpinus abundance significantly decreased; herbaceous taxa (e.g., Artemisia, Poaceae, Asteraceae, and Haloragis) all increased. Betula and Ericaceae abundances declined compared with the previous zone. The percentage of Cyperaceae increased. However, Botryococcus abundance greatly decreased to 5%. TOC percentages were lower compared with the previous zone, whereas CARs, MS values, and TPIT values were all higher.
Pollen zone 4 (26–8 cm): 700–100 cal year BP
Zone 4 showed patterns similar to the findings in zone 2. The proportions of Artemisia and Poaceae decreased again. However, there were considerable increases in the abundances of tree taxa such as Carpinus, Lepidobalanus, Betula, Ericaceae, and Pinus. Notably, Pinus was rare in previous periods but began to show an increase in zone 4. Among the key tree taxa, only Castanopsis demonstrated a noticeable decline. Botryococcus displayed a sharp increase and reached 80%. Cyperaceae percentages and CARs, which remained low in the first half of the zone, rapidly increased beginning around 500 cal year BP. Conversely, both MS and TPIT values declined at the same time.
Pollen zone 5 (8 cm-surface): 100 cal year BP to present
In zone 5, human activities had a significant effect on vegetation. Pinus and herbaceous plants, especially Poaceae, displayed increasing importance. However, other tree taxa, Cyperaceae, and Botryococcus showed a considerable decrease. TOC percentages rose sharply, while MS values and CARs both declined.
Paleoclimate proxy records of Dongsuak sediments
The Dongsuak proxy records, particularly the charcoal data, imply that mid-to-late Holocene hydroclimate variations in the study area were primarily driven by fluctuations in sea surface temperatures (SSTs) in the western tropical Pacific (WTP). The study area likely experienced drier periods when WTP SSTs were lower and wetter periods when WTP SSTs were higher.
The results of previous pollen studies in the Korean peninsula have suggested that the climate was comparatively dry during periods when WTP SSTs cooled because of long-term El Niño-Southern Oscillation-type variations2,19,20,21,22. The frequency of El Niño events may have increased, leading to reduced WTP SSTs and a smaller amount of atmospheric water vapor above the oceanic source region where the East Asian summer monsoon originates. Our CARs data support the notion that reduced precipitation, induced by lower WTP SSTs, resulted in more frequent and intense local wildfires in coastal East Asia, including the Korean peninsula and Jeju Island.
Comparisons between Dongsuak proxy records and 250-year moving averages of total solar irradiance (TSI) data23 suggest that varying levels of dryness or wetness in the study area were influenced by centennial-scale fluctuations in solar activity. Enhanced solar activity on this timescale resulted in drier conditions, and vice versa. These long-term shifts in TSI may have controlled multi-centennial, low-frequency variations in Holocene El Niño-Southern Oscillation; increased TSI likely triggered El Niño-like conditions and lower WTP SSTs24. The lower WTP SSTs may have led to decreased precipitation in the study area (Fig. 5).
The impacts of solar activity and WTP SSTs on the study area's hydroclimate are clearly captured in TOC, MS, Botryococcus, Cyperaceae, and charcoal records of Dongsuak sediments. TSI values were negatively correlated with TOC % and Botryococcus % over most of the period investigated, but positively correlated with Cyperaceae %, CARs, and MS values. During dry periods, likely triggered by low WTP SSTs, there would have been a decrease in both autochthonous productivity and the influx of allochthonous organic matter (indicated by low Botryococcus % and TOC %)25. Reduced precipitation could have led to more frequent wildfires (high CARs values), decreased tree density on the slope, and increased erosion (high MS values), in a successive manner. Additionally, increased influx of clastic materials into the lake may have caused a reduction in lake area, providing more space for Cyperaceae colonization.
The resemblance between our TPIT data and temperature reconstructions from Greenland ice cores26 suggests that TPIT can be used to gather local information regarding Holocene temperature change, although the data are not strictly quantitative. The TPIT records imply that temperature shifts in the study area were influenced by variation in both solar activity27 and summer insolation, which declined consistently during the mid-to-late Holocene (Fig. 6).
Our TPIT data, Greenland temperature reconstructions, and 50-year moving averages of TSI show significant similarities in periodicity, including ~ 1000-year warming cycles and ~ 500-year cooling cycles over the past 4000 years. These findings all indicate a connection between solar activity variability and mid-to-late Holocene temperature change in the study area (Fig. 6).
Intriguingly, the comparison between our proxy records and TSI data suggests that long-term (250 years) moving averages of TSI provide insights into hydroclimate change in the study area, whereas shorter-term (50 years) moving averages are more indicative of paleotemperature change.
Hydroclimate changes since 2600 cal year BP
Our pollen data suggest that the study area became progressively wetter during the mid-to-late Holocene. A consistent increase in arboreal taxa and a decrease in non-arboreal taxa indicate forest expansion in and around the crater, supplanting grassland as rainfall increased. From ~ 2600 cal year BP to 1700 cal year BP (pollen zone 1c), trees such as deciduous oak and hornbeam became increasingly prominent in the study area, whereas the abundances of herbaceous plants decreased.
The causes of these observed changes (i.e., whether they were related to increased precipitation or higher temperatures) remain unclear. Considering the low WTP SSTs and high CARs in zone 1c, it is highly probable that the climate during this period was relatively dry with decreased precipitation (Fig. 5). Annual mean temperatures also appeared to decrease, consistent with a gradual decrease in summer insolation (Fig. 6). However, deciduous oaks exhibited a particularly competitive advantage over grasses during this period. Our findings suggest that deciduous trees benefited from a slight but steady increase in late Holocene winter insolation19,28 since 2600 cal year BP.
Additionally, high CARs in zone 1c indicate frequent wildfires because of the prevailing dry conditions between 2600 and 1700 cal year BP. These wildfires likely influenced slope stability, resulting in a significant influx of clastic materials into the lake. The increased area created by these deposits could have provided favorable conditions for colonization by sedges at the lake margin, as indicated by the increased prevalence of Cyperaceae.
From 1700 cal year BP to 1150 cal year BP (zone 2; DACP), precipitation increased, resulting in a wetter climate (as indicated by Dongsuak proxy records). Increased frequencies of Botryococcus and Carpinus suggest greater productivity in and around the lake. Furthermore, percentages of herb taxa, MS values, Cyperaceae percentages, and CARs all decreased during this period. These changes imply that the wet climate led to increased tree density, decreased wildfires, and reduced erosion. The wet conditions were likely related to a decrease in low-frequency solar activity and an increase in WTP SSTs.
There was a relatively warm period between 1150 and 700 cal year BP (zone 3), commonly referred to as the Medieval Climate Anomaly (MCA). However, hydroclimate conditions were particularly dry, as indicated by a reduction in the abundances of Carpinus and Botryococcus, a contrasting increase in frequencies of herb and aquatic taxa, and an increase in MS values and CARs.
During the subsequent period from 700 to 100 cal year BP (zone 4), corresponding to the Little Ice Age (LIA), wet conditions returned. Changes were evident in MS values, Cyperaceae percentages, and CARs. Notably, the first half of this period likely included a significant increase in precipitation, as implied by rapid declines in the values of all three proxies. However, the sudden rebound at ~ 1600 CE suggests a transition to drier conditions during the middle of the LIA, consistent with paleoenvironmental proxy records from Northeast China29,30 and the western tropical Pacific31,32.
For instance, western Pacific hydroclimate reconstructions from stalagmite δ18O data for southeastern Indonesia clearly demonstrated sudden drying at ~ 1600 CE (Fig. 7). The similarity between Indonesian data and Dongsuak records supports our conclusion that Holocene climate change on Jeju Island was primarily controlled by variations in WTP SSTs. Furthermore, the Annals of the Joseon Dynasty (official state records) indicate a dramatic decrease in typhoon landfalls beginning at ~ 1600 CE33. This information suggests that decreasing WTP SSTs suppressed typhoon generation, reducing the influx of water vapor into coastal East Asia (Fig. 7).
After ~ 1850 CE (zone 5), variations in the proxy data no longer indicate natural climate change but instead reflect the effects of human activities.
The results of autospectral analysis on charcoal data showed hydroclimate cycles of 124, 106, and 81 years, which were significant at the 90% Monte Carlo false alarm level. Additionally, there was significant statistical coherence between CARs and WTP SSTs for cycles of 215, 106, and 86 years (Fig. 8). These cycles closely resemble sunspot periodicity at 230-year34, 212-year35, 130-year36, 106-year35, and 88-year35 cycles. These findings indicate that hydroclimate variability in the study area, driven by variations in WTP SSTs, was connected with major cycles of solar activity.
Past temperature variability
The Greenland temperature reconstructions26 and our TPIT data showed similar trends and fluctuations since ~ 4000 cal year BP. These changes were characterized by gradual cooling punctuated by periods of relative warmth occurring at ~ 1000-year intervals. The overall temperature decline was likely to have been connected to a consistent decrease in Holocene summer insolation. Both records also revealed short-term cooling periods at 400–600-year intervals, suggesting periodic climate variation in the study area. Paleoclimatological studies from various regions, globally, increasingly show abrupt climate changes, including late Holocene cooling events at 4.2 ka37,38, 3.7 ka39, 3.2 ka40, 2.8 ka41,42, 2.3 ka43, 1.8 ka44, 1.2 ka45, and 0.6 ka46. The ~ 500-year cyclicity is presumably associated with low-frequency sunspot variability47 and subsequent shifts in WTP SSTs1,2,29. Simultaneously, temperatures appear to have dropped at ~ 230-year intervals throughout the period investigated, potentially in relation to periodic changes in Holocene solar activity. The 210-year Suess/de Vries cycle has been detected most frequently in Holocene paleoenvironmental proxies48.
As previously mentioned, the study area appeared to experience warm periods at ~ 1000-year intervals. These are commonly referred to as the Minoan Warm Period (MWP, 3400–2800 cal year BP)49, Roman Warm Period (RWP, 2200–1750 cal year BP)50, and MCA (1200–800 cal year BP)51. Between these warm periods, there were relatively cool periods, such as the Iron Age Cold Period (IACP, 2800–2300 cal year BP)52, Dark Age Cold Period (DACP, 1750–1200 cal year BP)53, and LIA (700–100 cal year BP).
The autospectral analysis of our TPIT data revealed that the 230-, 130-, and 80-year periodicities were significant. These periodicities were similar to the 210-year de Vries cycle and 88-year Gleissberg cycle, both of which had substantial effects on global climate variability during the Holocene54,55. Additionally, key solar cycles were confirmed in the coherency spectrum between TPIT data and TSI records (Fig. 8). Coherent periodicities of 505, 350, 231, 125, and 90 years were significant at the 90% Monte Carlo false alarm level. They correspond to the solar cycles of 504, 355, 230, 130, and 88 years reported in previous studies34,35,36,56. These findings collectively suggest that changes in TSI were highly likely to be responsible for mid-to-late Holocene temperature shifts in the study area.
Societal response to climate change
As previously mentioned, our TPIT data exhibited a ~ 500-year cycle of climate deterioration centered at 4.2, 3.7, 3.2, 2.8, 2.3, 1.8, 1.2, and 0.6 ka. Importantly, the cooling events at 2.8 ka and 2.3 ka are suspected to have significantly impacted ancient Korean societies. Recent Korean paleoenvironmental studies increasingly recognize these events, with time gaps of ~ 500 years between them2,57. Furthermore, Holocene WTP SST reconstructions24, TSI data23, and stalagmite δ18O records from Dongge Cave, China58,59, all revealed distinct changes around 2800 and 2300 cal year BP.
The amount of water vapor reaching the Korean Peninsula appears to have diminished during the 2.8 ka and 2.3 ka events, likely because of decreased WTP SSTs under sustained El Niño-like conditions. Specifically, around 2300 cal year BP, the study area experienced extreme dryness, as indicated by the highest CARs throughout the investigation period (Fig. 9).
Around 3000 cal year BP, a new group of farmers (known as the Songguk-ri assemblage) emerged in the southern Korean peninsula. The culture of these farmers, based on early rice agriculture, reached its peak 200 years later. However, the Songguk-ri societies, which once dominated the southern part of the peninsula, began to weaken around 2800 cal year BP and finally ended 2300 cal year BP. The abrupt disappearance of Songguk-ri culture is recognized as important by Korean archaeologists. Nevertheless, the exact cause of the culture's rapid decline remains unknown. Recent paleoclimate data from the Korean Peninsula suggest that the cause was climate deterioration around 2800 and 2300 cal year BP, likely to have been related to changes in WTP SSTs2,22,57.
During the warm periods, occurring at ~ 1000-year intervals, local societies may have remained stable because of reduced migration inflow. However, during the intervening cold periods, massive influx of migrating northern people might have caused chaos among the prehistoric societies of the peninsula. Asian paleoenvironmental studies increasingly suggest that late Holocene climate deterioration often drove northern people southward60,61,62,63,64.
During the Middle Bronze Age Cold Period (MBACP, 3800–3400 cal year BP), IACP (2800–2300 cal year BP), and DACP (1750–1200 cal year BP), people from Liaoxi and Liaodong likely migrated south to the peninsula. Conversely, during the MWP (3400–2800 cal year BP), RWP (2300–1900 cal year BP), and MCA (1200–750 cal year BP), local societies likely experienced stabilization because of the milder climate. Each cold spell presumably caused northern people to migrate southward, leading to internal and external conflicts in southern peninsula societies. This is not to say that climate change was the only factor driving these migrations and social upheavals. Many other factors were probably involved.
However, the northern people also brought advanced culture, which helped drive cultural development in the area. There is evidence that they introduced rice farming during the MBACP65, bronze dagger culture during the IACP66, and horse-riding culture during the DACP67. These material cultures helped the tribal societies of the Korean Peninsula to form ancient state systems.
In 427 CE, King Jangsu, who led the Kingdom of Goguryeo at its peak, made the decision to move the capital to Pyongyang. According to our TPIT data, the year of that move was within the coldest part of the DACP (Fig. 9). Therefore, it is difficult to dismiss climate change as a factor in King Jangsu's decision to move the capital over 200 km south of the original capital, away from the country's center. As the population grew, Goguryeo more heavily relied on crop farming; moving the capital to the warmer location of Pyongyang would have been a strategic decision in response to decreasing temperatures.
The DACP also includes the so-called Late Antique Little Ice Age (LALIA, 536–660 CE), identified through tree-ring data68. This period of climate deterioration, triggered by massive volcanic eruptions and lasting for over 120 years because of a subsequent decrease in solar activity, led to a series of social upheavals in Western Eurasia. In 541 CE, the Justinian Plague spread in the Eastern Roman Empire, causing tens of millions of deaths69. This pandemic may have been worsened by climate change and the resulting decline in crop yield. On the Korean Peninsula, the official historical record of the Three Kingdoms, the Samguk Sagi, shows that numerous people in the Kingdom of Goguryeo experienced severe famine in 536–537 CE. This tragedy was presumably caused by the volcanic eruptions of 536, which marked the onset of the LALIA70. Our TPIT data clearly record this drop in temperature during the mid-sixth century (Fig. 9).
The maunder minimum (1645–1715 CE), a period of extremely low sunspot activity, brought sudden famine to the Korean peninsula in 1670–1671 CE. The cold spring weather and typhoon-induced summer floods resulted in devastatingly poor crop yields. Additionally, because people displayed famine-induced deterioration of immunity, an epidemic of plague rapidly spread throughout the country, causing substantial population decline71. Korean historians refer to this disaster as the Kyungshin Great Famine. The low temperatures that likely led to lean years during the late seventeenth century are clearly visible in the TPIT data (Fig. 9).
In summary, cooling and drying events at 2.8 and 2.3 ka may have played important roles in the overall southward migration of Korean agriculturalists during the third millennium BP. The relocation of King Jangsu's capital at 427 CE, the Goguryeo famine at the beginning of LALIA, and the Kyungshin famine during the maunder minimum all seem to have been associated with a decline in temperatures.
Conclusions
This study has focused on the reconstruction of mid-to-late Holocene climate changes in coastal East Asia using a high-resolution multi-proxy record from Jeju Island, Korea. Additionally, it explored the potential effects of abrupt short-term climate events on ancient societies in the Korean peninsula. This exploration was conducted by reconstructing hydroclimate and temperature variability over the past 4000 years. The primary study findings are summarized below.
First, our proxy records, particularly charcoal data, suggest that mid-to-late Holocene hydroclimate changes were primarily governed by SST variations in the WTP. A multi-centennial increase in TSI may have induced long-term El Niño-like conditions and lower WTP SSTs, which could have resulted in less precipitation in the study area. Overall, our records highlight a shift to drier conditions around 1600 CE during the middle of the LIA in the study area.
Second, temperature changes in the study area during the mid-to-late Holocene were largely driven by solar variability and a gradual decrease in summer insolation. Our TPIT data reveal a ~ 1000-year cycle of warming and a ~ 500-year cycle of cooling.
Finally, ancient societies on the Korean peninsula appear to have been significantly affected by abrupt short-term climate change events. Examples include the 2.8 ka event, the 2.3 ka event, the LALIA, and the maunder minimum. Notably, the decision to move the capital of Goguryeo, an ancient kingdom on the Korean peninsula, southward in 427 CE may have been influenced by a drop in temperature.
Materials and methods
Core materials and multi-proxy data
In June 2021, we retrieved a 300-cm-long sediment core from the Dongsuak swamp using a Russian-type peat corer (Fig. 2c). Nine bulk sediment samples and one macroscopic plant fragment were sent to Beta Analytic for accelerator mass spectrometry radiocarbon dating (Table 1). High δ13C values between − 20 and − 19‰ in the deeper samples suggest that C4 plants were dominant before C3 trees colonized inside the crater. We calculated the calibrated age ranges using rbacon 3.0.0 software72 and the IntCal20 dataset73. For this study, we utilized only the top 150 cm of sediments.
We collected 145 samples for pollen analysis at approximately 1-cm intervals from a depth of 3 cm to 150 cm. Pollen was extracted using standard palynological procedures74. The samples underwent sequential treatments with HCl, KOH, HF, and acetolysis; they were sieved with a 180-µm mesh filter to remove large debris after KOH treatment. Pollen counts were conducted on a Leica microscope with a 40 × objective at a total magnification of 400 ×. Each slide had a minimum of 300 pollen grains counted. We identified 95 pollen taxa, the alga Botryococcus, and two types of spores (monolete and trilete). We did not count other algae, such as Pediastrum, since their numbers were insufficient for any meaningful discussion. The frequency of Botryococcus is sometimes a very good climate-sensitive indicator of aquatic productivity25. It has been particularly useful in paleoenvironmental studies of sediment cores from Jeju Island20,21,75,76. A pollen diagram was produced using TILIA77. A stratigraphically constrained cluster analysis was done using CONISS. Pollen concentrations were calculated based on the ratios of added Lycopodium spores78. All percentages shown in the pollen diagram are based on the total sum of non-aquatic pollen and spores.
To reconstruct past local fire events, we counted > 125-μm macrocharcoal particles using a Leica EZ4 stereoscope79,80. This analysis was conducted for each depth between 6 and 140 cm, yielding 135 analyzed samples. For sample preparation, each sediment sample of 1.25 mL was soaked in H2O2 (6%) and incubated at room temperature overnight to bleach dark organic materials that could be mistaken for charcoal particles80. Then, materials < 125 μm and > 1 mm were discarded via sieving. Sieving with a grid size of 1 mm was conducted to remove only large plant fragments; it did not affect charcoal particles. The residual materials were poured into a Petri dish, and the number of particles bigger than 125 μm in axis length were counted manually for each sample without any weighting by further size fractions. Then, the counts were transferred to accumulation rates (# cm−2 year−1) using CharAnalysis ver. 1.181.
MS was measured at 1-cm intervals using an MS2 meter (Bartington Instruments). TOC and total nitrogen were measured at the National Center for Inter-University Research Facility located at Seoul National University, Republic of Korea. Samples collected at 1-cm intervals from a depth of 3 cm to 150 cm were analyzed using the Flash 2000 CHNS/O Analyzer (Thermo Fisher Scientific, Bremen, Germany) with an accuracy of 0.3%. Prior to analysis, each sample was treated with HCl (10%) to remove inorganic carbonates.
Tree pollen index of temperature
To estimate past temperature variability from the pollen record, TPIT values were derived using the following equation: (Quercus subg. Cyclobalanopsis + Castanopsis)/(Quercus subg. Cyclobalanopsis + Castanopsis + Quercus subg. Lepidobalanus + Carpinus). This index essentially calculates the ratio of evergreen broadleaf pollen to the total major tree pollen.
Previous studies, involving the collection and analysis of mosses from the slopes of Mt. Hallasan in Jeju Island82, revealed that Castanopsis pollen was predominant in moss samples from slopes below 450 m altitude, whereas pollen from Quercus subg. Cyclobalanopsis was prevalent in samples from 360 to 500 m altitude82. These broadleaved evergreens are characteristic of low elevation forests on Jeju Island. Conversely, deciduous tree taxa such as Quercus subg. Lepidobalanus and Carpinus were mainly observed in samples from higher-elevation areas between 600 and 1100 m82. The altitudinal distributions of these major tree species were consistent with the altitudes at which their pollen was deposited, confirming a strong correlation between the two parameters.
The arboreal pollen deposited over time on Dongsuak crater predominantly originated from four taxa: Quercus subg. Cyclobalanopsis, Quercus subg. Lepidobalanus, Castanopsis, and Carpinus. Because different types of trees flourish at specific altitudes based on their temperature preferences, the distribution of tree taxa on Mt. Hallasan follows an expected pattern. Altitude and temperature are inversely related; thus, we can qualitatively infer past temperature changes using TPIT data.
The proportion of broadleaf evergreen pollen may also be positively correlated with wetness. However, considering that Mt. Hallasan receives more precipitation at higher altitudes (Fig. 2a), we hypothesized that changes in the proportion of broadleaf evergreen pollen on the slope of Mt. Hallasan primarily reflect temperature variations. Additionally, we assumed that precipitation is negatively correlated with CARs because drought conditions tend to promote wildfires. Therefore, the analysis of Dongsuak sediments allowed us to reconstruct distinct mid-to-late Holocene shifts in temperature and precipitation.
Autospectral analyses
We performed autospectral analysis on TPIT data using REDFIT software83. Three Welch-overlapped segment averaging segments (N50 = 3), 3 degrees of freedom (dofs = 3), 1000 Monte Carlo simulations (Nsim = 1000), and one Welch window (Iwin = 1) were used for all analyses. The TPIT records consisted of 145 data points with an average interval of 29 years between points [t(1) = 40 CE and t(145) = 4273 cal year BP]. We also conducted cross-spectral analyses using REDFIT-X software84 to assess climate cycles with significant coherency, comparing our TPIT data to TSI records, and our CARs data to WTP SST reconstructions.
Data availability
The datasets generated and/or analyzed during the current study are accessible upon reasonable request from the corresponding author.
References
Xu, D. et al. Synchronous 500-year oscillations of monsoon climate and human activity in Northeast Asia. Nat. Commun. 10, 1–10 (2019).
Park, J. et al. Abrupt Holocene climate shifts in coastal East Asia, including the 8.2 ka, 4.2 ka, and 2.8 ka BP events, and societal responses on the Korean peninsula. Sci. Rep. 9, 10806 (2019).
He, M. et al. Recent advances in dendroclimatology in China. Earth Sci. Rev. 194, 521–535 (2019).
Li, X. et al. The East Asian summer monsoon variability over the last 145 years inferred from the Shihua Cave record, North China. Sci. Rep. 7, 7078 (2017).
Jo, K.-N. et al. 1000-year quasi-periodicity of weak monsoon events in temperate Northeast Asia since the Mid-Holocene. Sci. Rep. 7, 15196 (2017).
Sone, T. et al. Holocene stalagmite oxygen isotopic record from the Japan Sea side of the Japanese Islands, as a new proxy of the East Asian winter monsoon. Quatern. Sci. Rev. 75, 150–160 (2013).
Leipe, C., Long, T., Wagner, M., Goslar, T. & Tarasov, P. E. The spread of rice to Japan: Insights from Bayesian analysis of direct radiocarbon dates and population dynamics in East Asia. Quatern. Sci. Rev. 244, 106507 (2020).
Hong, S. S., Lee, C. O., Lim, J., Lee, J. Y. & San Ahn, U. Volcanic activity of the volcanoes in the Hallasan Natural Reserve, Jeju Island, Korea. Econ. Environ. Geol. 54, 1–19 (2021).
Lim, J. & Fujiki, T. Vegetation and climate variability in East Asia driven by low-latitude oceanic forcing during the middle to late Holocene. Quatern. Sci. Rev. 30, 2487–2497 (2011).
Kim, E.-H., Lee, H.-W., Lee, S.-M. & Kang, H.-M. Freshwater algal flora and environmental factor at crater of Cheju parasite volcano. J. Wetl. Res. 4, 1–19 (2002) (in Korean).
Korea Meteorological Administration. Domestic Climate Data. (2018) http://www.weather.go.kr/weather/main.jsp. Accessed 15 Dec 2018.
Cha, J. The vertical distribution of the vegetation on Mt. Hanla. J. Plant Biol. 12, 19–29 (1969) (in Korean).
Kong, W. The distributional patterns of alpine plants of Mt. Halla Cheju Island, Korea. J. Korean Geogr. Soc. 33, 191–208 (1998) (in Korean).
Oh, K.-K., Koh, J.-G. & Kim, T.-H. Altitudinal distribution of plant communities at Donnaeko Valley in the Mt. Hallasan. Korean J. Environ Ecol. 21, 141–148 (2007) (in Korean).
Kim, K., Kim, S., Kim, C., Kim, J. & Shin, D. Weed flora of range area in Cheju island in Korea. Korean J. Weed Sci. 9, 201–213 (1988) (in Korean).
Uhm, K. B. Altitudinal zones of Mt. Hanla according to Coniferae distribution. J. Plant Biol. 5, 17–20 (1962) (in Korean).
Lee, H.-H.-M. Classification of Wetlands in Korea. Master’s thesis, Inha University (2000).
Koh, J., Myung, O. & Kim, C. Flora of Baengnokdam Crater and Dongsuak Crater of Mt. Halla. Korean J. Plant Environ. 4, 1–11 (2008).
Park, J. Solar and tropical ocean forcing of late-Holocene climate change in coastal East Asia. Palaeogeogr. Palaeoclimatol. Palaeoecol. 469, 74–83 (2017).
Park, J., Shin, Y. H. & Byrne, R. Late-Holocene vegetation and climate change in Jeju Island, Korea and its implications for ENSO influences. Quatern. Sci. Rev. 153, 40–50 (2016).
Park, J., Han, J., Jin, Q., Bahk, J. & Yi, S. The link between ENSO-like forcing and hydroclimate variability of coastal East Asia during the last millennium. Sci. Rep. 7, 8166 (2017).
Park, J. et al. Holocene hydroclimate reconstruction based on pollen, XRF, and grain-size analyses and its implications for past societies of the Korean Peninsula. Holocene 31, 1489–1500 (2021).
Steinhilber, F., Beer, J. & Fröhlich, C. Total solar irradiance during the Holocene. Geophys. Res. Lett. 36, L19704 (2009).
Stott, L. et al. Decline of surface temperature and salinity in the western tropical Pacific Ocean in the Holocene epoch. Nature 431, 56–59 (2004).
Aichner, B. et al. Ecological development of Lake Donggi Cona, north-eastern Tibetan Plateau, since the late glacial on the basis of organic geochemical proxies and non-pollen palynomorphs. Palaeogeogr. Palaeoclimatol. Palaeoecol. 313, 140–149 (2012).
Alley, R. B. The Younger Dryas cold interval as viewed from central Greenland. Quatern. Sci. Rev. 19, 213–226 (2000).
Engels, S. & van Geel, B. The effects of changing solar activity on climate: Contributions from palaeoclimatological studies. J. Space Weather Space Clim. 2, A09 (2012).
Sagawa, T. et al. Solar forcing of centennial-scale East Asian winter monsoon variability in the mid-to late Holocene. Earth Planet. Sci. Lett. 395, 124–135 (2014).
Xu, D. et al. 500-year climate cycles stacking of recent centennial warming documented in an East Asian pollen record. Sci. Rep. 4, 3611 (2014).
Stebich, M. et al. Holocene vegetation and climate dynamics of NE China based on the pollen record from Sihailongwan Maar Lake. Quatern. Sci. Rev. 124, 275–289 (2015).
Griffiths, M. L. et al. Western Pacific hydroclimate linked to global climate variability over the past two millennia. Nat. Commun. 7, 11719 (2016).
Prohaska, A. et al. Abrupt change in tropical Pacific climate mean state during the Little Ice Age. Commun. Earth Environ. 4, 227 (2023).
Kim, H. J. Joseonsidaeui jayeonjaehae (Natural disasters during the Joseon Dynasty). Rural Resour. 47, 2–7 (2005) (in Korean).
Vasiliev, S. & Dergachev, V. The ~2400-year cycle in atmospheric radiocarbon concentration: Bispectrum of 14 C data over the last 8000 years. Ann. Geophys. 20, 115–120 (2002).
Damon, P. E. & Jirikowic, J. L. The sun as a low-frequency harmonic oscillator. Radiocarbon 34, 199–205 (1992).
Yu, Z. & Ito, E. Possible solar forcing of century-scale drought frequency in the northern Great Plains. Geology 27, 263–266 (1999).
Dixit, Y., Hodell, D. A. & Petrie, C. A. Abrupt weakening of the summer monsoon in northwest India ~4100 year ago. Geology 42, 339–342 (2014).
Nakamura, A. et al. Weak monsoon event at 4.2 ka recorded in sediment from Lake Rara, Himalayas. Quatern. Int. 397, 349–359 (2016).
Schweinsberg, A. D., Briner, J. P., Miller, G. H., Bennike, O. & Thomas, E. K. Local glaciation in West Greenland linked to North Atlantic Ocean circulation during the Holocene. Geology 45, 195–198 (2017).
Kaniewski, D. & Van Campo, E. 3.2 Ka BP megadrought and the Late Bronze Age Collapse. in Megadrought and Collapse: From Early Agriculture to Angkor, 161–182 (2017).
Plunkett, G. & Swindles, G. Determining the Sun’s influence on Lateglacial and Holocene climates: A focus on climate response to centennial-scale solar forcing at 2800 cal. BP. Quatern. Sci. Rev. 27, 175–184 (2008).
Sinha, N. et al. Abrupt climate change at ~2800 year BP evidenced by a stalagmite record from peninsular India. Holocene 28, 1720–1730 (2018).
Harning, D. J., Geirsdóttir, Á. & Miller, G. H. Punctuated Holocene climate of Vestfirðir, Iceland, linked to internal/external variables and oceanographic conditions. Quatern. Sci. Rev. 189, 31–42 (2018).
Liu, X. et al. Abrupt climate change in arid central Asia during the Holocene: A review. Earth-Sci. Rev. 242, 104450 (2023).
Haug, G. H. et al. Climate and the collapse of Maya civilization. Science 299, 1731–1735 (2003).
Miles, M. W., Andresen, C. S. & Dylmer, C. V. Evidence for extreme export of Arctic sea ice leading the abrupt onset of the Little Ice Age. Sci. Adv. 6, 4320 (2020).
Stuiver, M. & Braziunas, T. F. Sun, ocean, climate and atmospheric 14CO2: An evaluation of causal and spectral relationships. Holocene 3, 289–305 (1993).
Biswas, A., Karak, B. B., Usoskin, I. & Weisshaar, E. Long-term modulation of solar cycles. Space Sci. Rev. 219, 19 (2023).
Rawat, V. et al. Middle Holocene Indian summer monsoon variability and its impact on cultural changes in the Indian subcontinent. Quatern. Sci. Rev. 255, 106825 (2021).
Wang, T., Surge, D. & Mithen, S. Seasonal temperature variability of the Neoglacial (3300–2500 BP) and Roman Warm Period (2500–1600 BP) reconstructed from oxygen isotope ratios of limpet shells (Patella vulgata), Northwest Scotland. Palaeogeogr. Palaeoclimatol. Palaeoecol. 317, 104–113 (2012).
Mann, M. E. et al. Global signatures and dynamical origins of the little ice age and medieval climate anomaly. Science 326, 1256–1260 (2009).
Gutiérrez-Elorza, M. & Peña-Monné, J. Geomorphology and late Holocene climatic change in Northeastern Spain. Geomorphology 23, 205–217 (1998).
Helama, S., Jones, P. D. & Briffa, K. R. Dark ages cold period: A literature review and directions for future research. Holocene 27, 1600–1606 (2017).
Raspopov, O. et al. The influence of the de Vries (∼ 200-year) solar cycle on climate variations: Results from the Central Asian Mountains and their global link. Palaeogeogr. Palaeoclimatol. Palaeoecol. 259, 6–16 (2008).
Duan, F. et al. Evidence for solar cycles in a late Holocene speleothem record from Dongge Cave, China. Sci. Rep. 4, 5159 (2014).
Stuiver, M. & Braziunas, T. F. Atmospheric 14C and century-scale solar oscillations. Nature 338, 405–408 (1989).
Park, J., Jin, Q., Choi, J., Bahk, J. & Park, J. Late Holocene climate variability in central Korea indicated by vegetation, geochemistry, and fire records of the Yongneup moor. Palaeogeogr. Palaeoclimatol. Palaeoecol. 584, 110705 (2021).
Wang, Y. et al. The Holocene Asian monsoon: Links to solar changes and North Atlantic climate. Science 308, 854–857 (2005).
Dykoski, C. A. et al. A high-resolution, absolute-dated Holocene and deglacial Asian monsoon record from Dongge Cave, China. Earth Planet. Sci. Lett. 233, 71–86 (2005).
Huang, X. et al. Sedimentary Pediastrum record of middle–late Holocene temperature change and its impacts on early human culture in the desert-oasis area of northwestern China. Quatern. Sci. Rev. 265, 107054 (2021).
Wen, X., Chen, M., Feng, W. & Huang, C. Mid-late Holocene climatic changes recorded by loess deposits in the eastern margin of the Tibetan Plateau: Implication for human migrations. Quatern. Int. 441, 77–88 (2017).
Xie, G. et al. Holocene climate, dynamic landscapes and environmentally driven changes in human living conditions in Beijing. Earth Sci. Rev. 191, 57–65 (2019).
Zhang, Z. et al. Lake level evidence for a mid-Holocene East Asian summer monsoon maximum and the impact of an abrupt late-Holocene drought event on prehistoric cultures in north-central China. Holocene 33, 382–399 (2023).
Yang, B. et al. Long-term decrease in Asian monsoon rainfall and abrupt climate change events over the past 6700 years. Proc. Natl. Acad. Sci. 118, e2102007118 (2021).
Lee, G.-A. The Chulmun period of Korea: current findings and discourse on Korean Neolithic culture. in Handbook of East and Southeast Asian Archaeology, 451–481 (2017).
Rhee, S.-N. & Choi, M.-L. Emergence of complex society in prehistoric Korea. J. World Prehist. 6, 51–95 (1992).
Baker, D., Choe, Y., Kang, H. H., Kim, H.-K. & Lee, P. H. Sourcebook of Korean Civilization: From Early Times to the Sixteenth Century Vol. 1 (Columbia University Press, 1993).
Büntgen, U. et al. Cooling and societal change during the Late Antique Little Ice Age from 536 to around 660 AD. Nat. Geosci. 9, 231–236 (2016).
Mordechai, L. et al. The Justinianic Plague: An inconsequential pandemic?. Proc. Natl. Acad. Sci. 116, 25546–25554 (2019).
Seo, M.-S. Volcanic activities since the year 536 and shifts in political situations surrounding the Korean peninsula. Hist. Reality 118, 55–98 (2020) (in Korean).
Kim, M.-K. Famine and the international grain circulation of China and Chosen in 17th century. Hist. Bound. 85, 325–367 (2012) (in Korean).
Blaauw, M. & Christen, J. A. Flexible paleoclimate age-depth models using an autoregressive gamma process. Bayesian Anal. 6, 457–474 (2011).
Reimer, P. J. et al. The IntCal20 Northern Hemisphere radiocarbon age calibration curve (0–55 cal kBP). Radiocarbon 62, 725–757 (2020).
Faegri, K. & Iversen, J. Textbook of Pollen Analysis 4th edn. (Wiley, 1989).
Park, J., Lim, H. S., Lim, J., Yu, K. B. & Choi, J. Orbital-and millennial-scale climate and vegetation changes between 32.5 and 6.9 k cal a BP from Hanon Maar paleolake on Jeju Island, South Korea. J. Quatern. Sci. 29, 570–580 (2014).
Park, J., Lim, H. S., Lim, J. & Park, Y.-H. High-resolution multi-proxy evidence for millennial-and centennial-scale climate oscillations during the last deglaciation in Jeju Island, South Korea. Quatern. Sci. Rev. 105, 112–125 (2014).
Grimm, E. C. CONISS: A FORTRAN 77 program for stratigraphically constrained cluster analysis by the method of incremental sum of squares. Comput. Geosci. 13, 13–35 (1987).
Stockmarr, J. Tables with spores used in absolute pollen analysis. Pollen Spores 13, 615–621 (1971).
Whitlock, C. & Larsen, C. in Tracking environmental change using lake sediments: terrestrial, algal, and siliceous indicators (eds John P. Smol et al.) 75–97 (2001).
Stevenson, J. & Haberle, S. Macro charcoal analysis: A modified technique used by the Department of Archaeology and Natural History. PalaeoWorks Tech. Rep. 5, 1–10 (2018).
Higuera, P. CharAnalysis 0.9: Diagnostic and analytical tools for sediment-charcoal analysis. in User’s Guide (Montana State University, 2009).
Park, J. & Park, J. Pollen-based temperature reconstructions from Jeju Island, South Korea and its implication for coastal climate of East Asia during the late Pleistocene and early Holocene. Palaeogeogr. Palaeoclimatol. Palaeoecol. 417, 445–457 (2015).
Schulz, M. & Mudelsee, M. REDFIT: Estimating red-noise spectra directly from unevenly spaced paleoclimatic time series. Comput. Geosci. 28, 421–426 (2002).
Ólafsdóttir, K. B., Schulz, M. & Mudelsee, M. REDFIT-X: Cross-spectral analysis of unevenly spaced paleoclimate time series. Comput. Geosci. 91, 11–18 (2016).
Ryan, W. B. et al. Global multi-resolution topography synthesis. Geochem. Geophys. Geosyst. 10, Q03014 (2009).
Anonymous. Jejueui Gihubyunhwa (Climate Change in Jeju Island). (National Institute of Meteorological Research, 2010).
Acknowledgements
This work was made possible by the support of the Ministry of Education of the Republic of Korea and the National Research Foundation of Korea (NRF-2021R1F1A1062495). We thank the editor and anonymous reviewers for their valuable comments and suggestions, which significantly improved the manuscript.
Author information
Authors and Affiliations
Contributions
The research was designed by J.J.P., who also analyzed the pollen and drafted the paper. Charcoal analyses were conducted by J.B. and J.H.P. Sediment core collection, mean grain size measurement, and palynological pre-treatment of samples were performed by J.B., J.C., J.H.P., and H.K.
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing interests.
Additional information
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
About this article
Cite this article
Park, J., Bahk, J., Park, J. et al. Mid-to-late Holocene climate variability in coastal East Asia and its impact on ancient Korean societies. Sci Rep 13, 15379 (2023). https://doi.org/10.1038/s41598-023-42551-x
Received:
Accepted:
Published:
DOI: https://doi.org/10.1038/s41598-023-42551-x
- Springer Nature Limited