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22 April 2019

Speleothems from the Middle East: An Example of Water Limited Environments in the SISAL Database

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1
Geological Survey of Israel, 30 Malchei Israel Street, Jerusalem 95501, Israel
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Institute of Earth Sciences, Hebrew University of Jerusalem, Edmond Y. Safra Givat Ram Campus, Jerusalem 91904, Israel
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Department of Environmental Chemistry, Spanish Council for Scientific Research (CSIC), Institute of Environmental Assessment and Water Research (IDAEA), 08034 Barcelona, Spain
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Laboratorio de Evolución Humana, Universidad de Burgos, 09001 Burgos, Spain
This article belongs to the Special Issue Speleothem Records and Climate

Abstract

The Middle East (ME) spans the transition between a temperate Mediterranean climate in the Levant to hyper-arid sub-tropical deserts in the southern part of the Arabian Peninsula (AP), with the complex alpine topography in the northeast feeding the Euphrates and Tigris rivers which support life in the Southeastern Fertile Crescent (FC). Climate projections predict severe drying in several parts of the ME in response to global warming, making it important to understand the controls of hydro-climate perturbations in the region. Here we discuss 23 ME speleothem stable oxygen isotope (δ18Occ) records from 16 sites from the SISAL_v1 database (Speleothem Isotope Synthesis and Analysis database), which provide a record of past hydro-climatic variability. Sub-millennial changes in ME δ18Occ values primarily indicate changes in past precipitation amounts the result of the main synoptic pattern in the region, specifically Mediterranean cyclones. This pattern is superimposed on change in vapor source δ18O composition. The coherency (or lack thereof) between regional records is reviewed from Pleistocene to present, covering the Last Glacial Maximum (~22 ka), prominent events during deglaciation, and the transition into the Holocene. The available δ18Occ time-series are investigated by binning and normalizing at 25-year and 200-year time windows over the Holocene. Important climatic oscillations in the Holocene are discussed, such as the 8.2 ka, 4.2 ka and 0.7 ka (the Little Ice Age) Before Present events. Common trends in the normalized anomalies are tested against different climate archives. Finally, recommendations for future speleothem-based research in the region are given along with comments on the utility and completeness of the SISAL database.

1. Introduction

The climate conditions across the Middle East (ME) are markedly heterogeneous for its relatively small geographical extension, encompassing the Eastern coasts of the Mediterranean (hereafter, the Levant) and the Fertile Crescent (FC) (often considered in tandem,) as well as parts of the Arabian Peninsula (AP) and North-East Africa [1,2]. The region spans the transition between a temperate Mediterranean climate in the Levant to hyper-arid sub-tropical deserts in the south, with complex alpine topography in the northeast feeding the Euphrates and Tigris rivers which support life in the Southeastern FC (Figure 1). Climate projections predict severe drying in major parts of the ME in response to global climate change, with a considerable impact for societies [3,4,5]. Climate reconstructions and archaeological information, suggest that changes in the regional hydroclimate was a primary driver in human expansion out of Africa [6], the Neolithic revolution, and the development of the first complex societies [7]. The ME has plentiful archeological records of human settlement throughout much of the Quaternary, and well into the Holocene [8,9,10,11,12,13,14]. Initially, the predominantly semi to hyper-arid climate of the region served as a bottle-neck for early hominin dispersion out of Africa, allowing migrations onto the Levant and the AP pathways only during wetter periods that were identified using speleothem growth (wet)/non-growth (dry) patterns in desert and water-limited settings [15,16,17,18]. These events are also recognized using other methods and different climate archives [10,19,20]. Since the Last Glacial Maximum from c. 25 to 20 ka BP (Before Present, calibrated in the SISAL database to the year 1950 of the Common Era, hereafter CE) and the following transition into the Holocene interglacial, there has been considerable evidence that variations in climate served as a driver in Homo Sapiens’ cultural evolution. The most notable is the “Neolithic Revolution”, where it has been suggested that post-glacial hunter-gatherers were able to cultivate a number of food plants due to the trend towards warmer and possibly wetter climate [21], whereas succeeding abrupt cooling events may have forced proto-agrarian societies to turn to the cultivation of wild cereals and fruit [21,22,23]. Wheat was cultivated in the FC around 9500 years BP, suggesting that the ME was the first region to cultivate plants and support sedentary human communities [24,25]. The ME localities, specifically the FC, were also the earliest locations where sophisticated civilizations, city-states and complex empire systems appeared during the mid- to late-Holocene [26,27]. It has been argued that the expansion and subsequent collapse of these civilizations was partly driven by rapid climate change events [14,28,29,30,31,32] superimposed on more gradual millennial climatic shifts. Furthermore, recent studies have suggested an association between a contemporary increase in the frequency and intensity of droughts in recent decades, to geopolitical unrest in the region, e.g., the Syrian Civil War [29,33,34]. These correlations highlight the importance of understanding both past and future climate perturbations in the ME. This can be achieved by use of large spatio-temporal networks/datasets of terrestrial hydro-climate archives. Regional-scale coherency would greatly improve our understanding of past variations in the spatio-temporal precipitation pattern of the ME, thereby resolving some of the contradictions between different records in the region [1,35].
Figure 1. Location of the Middle East (ME) speleothem records that are included in SISAL_v1 (purple circles) and other identified records, not yet included in the database (green triangles). The base map shows the distribution of carbonate and evaporite rocks in the ME, as provided by the World Karst Aquifer Mapping project (WOKAM), adapted with permission from [42]. Cave sites with entities not included in the SISAL database are numbered (Table 1): (1) Karaca (2) Ovacik (3) Akçakale (4) Katleh Khor (5) Qal’e Kord (6) Gejkar (7) Gol-e Zard (8) Mitzpe Shlagim (9) Peqiin (10) Zalmon (11) Ashalim (12) Even Sid (13) Hol-Zakh (14) Izzim (15) Ma’ale Ha-Mishar (16) Ma’ale Dargot (17) Makhtesh ha-Qatan (18) Shizfon mini-caves (19) Tzavoa (20) Wadi Lotz (21) Wadi Sannur (22) Mukalla (23) Dimarshim (24) Casecas (25) Hoq.
The first version of the Speleothem Isotope Synthesis and Analysis database (SISAL_v1) [36,37], contains 376 isotope entity records derived from speleothems (secondary cave deposits) worldwide. Speleothems are commonly used as archives of past terrestrial climatic variability. This is because speleothems can be accurately dated and preserve multiple climate-sensitive proxies, which can be sampled at high spatial and temporal resolution. In temperate regions speleothem time-series are often continuous even under dry conditions [38,39]. By contrast, in semi-arid environments where the effective infiltration (i.e., precipitation minus evaporation or evapotranspiration) is negative throughout most of the year, the site specific hydrology and reservoir properties are emphasized in the palaeo-record and decadal, annual and often seasonal hiatuses (or seasonal biases) can be found [31,40,41]. Similarly, arid to hyper-arid environments particularly highlight growth/non-growth events. This gives speleothem records a distinct advantage over alternative palaeoclimate proxies (e.g., lake cores, tree-rings, corals), specifically for inter-comparison of the different climate settings found in the ME.
In this work we review 17 speleothem isotope records (hereafter entities) that are in SISAL_v1 for the ME, which includes sites in Lebanon, Israel, the West Bank, Oman, Yemen, and Southwest Turkey (entities from the AP and Egypt are also reviewed by Braun et al. [43]). An additional six sites from Eastern Europe and Northern Turkey (see Kern et al. [44]) are included here as these sites are along the dominant Eastern Mediterranean (EM) Sea storm tracks, the major climate patterns controlling precipitation in the region (Figure 1 and Figure 2; Table 1). The aim of this work is to highlight the applicability of speleothems from the ME currently logged in the SISAL_v1 database to resolve regional-scale consistencies and inconsistencies and to test for spatial coherency between speleothems and additional climate recorders (i.e., Arctic ice sheets and Mediterranean surface temperatures). The available speleothem stable oxygen isotope ratio (hereafter δ18Occ) Holocene time-series are investigated via binning and normalizing (providing median, the 25th and 75th quantiles of the data) at 25-year and 200-year time windows, as used previously in the context of the PAGES 2k databases [45]. This method is used to better understand how different Holocene climatic events are differentiated regionally with the context of a normalized ME composite time-series from multiple records analysis (hereafter, ME composite), i.e., Sapropel 1, the 8.2 ka and the 4.2 ka event or the Little Ice Age at 0.7 ka BP. Finally, we highlight sites and entities that are not logged in SISAL_v1 and identify potential regions for the generation of new speleothem proxy time-series, suggestions regarding future speleothem-based research using the SISAL database are given accordingly.
Figure 2. Maps showing seasonal precipitation amounts and water balance in the study region. Panel (A) and (B) illustrate seasonal precipitation amounts from June to September (JJAS) and from December to March (DJFM), respectively. Grey areas indicate regions where the daily precipitation amount is smaller than 0.5 mm. These panels also show the seasonal 850 hPa wind fields in the EM, AP and FC. Common storm trajectories are superimposed on the image and shown by the black arrows. Panels (C) and (D) show the seasonal water-balance: Total Precipitation (TP) minus Evaporation (E), for the periods JJAS (C) and DJFM (D), to best estimate the potential recharge (or “effective infiltration”). All data was retrieved from the ERA-Interim reanalysis dataset (1979 to 2015 CE) [96]. Following Figure 1, circles show the locations of speleothem records that are included in SISAL_v1, while triangles mark identified sites not included in SISAL_v1.
Table 1. List of all speleothem records which include SISAL metadata: site (or cave) name and id number, latitude, longitude, entity (or speleothem) name and id number. Additional information includes; location of site (country or region), site height Above Mean Sea Level (AMSL) in meters, minimum and maximum ages given in years BP (1950), and published references. The top table are records available in SISAL_v1 (with annotations of some entities in those sites as yet to be added to SISAL_v1). The bottom table lists additional sites and speleothems not included in in SISAL_v1. A minimum age of “~present” is designated where a younger than 1950 CE sample is presented without an exact minimum age for the age model or a removal date. When ages beyond U/Th dating method are reported, the table notes these as >U/Th.

2. Climate of the Middle East

The Middle East (ME) is located within the subtropical high-pressure belt between the Northern Hemisphere tropical (Hadley cell) and the mid-latitude atmospheric circulation, which is generally associated with dry climates (i.e., the global desert belt). However, while most of the region is indeed semi to hyper arid, the modern climate of the Levant is less arid and much milder than would be expected from its location. This is mainly due to Mediterranean cyclones delivering precipitation to the Levant, Fertile Crescent (FC), and on rare instances the Arabian Peninsula (AP), the genesis of which is triggered by the interplay between the Mediterranean lows and the major North Atlantic synoptic systems [84]. Furthermore, the Mediterranean Sea is characterized by an eastward gradient of increasing salinity and sea surface temperatures (SST). This SST gradient and the cooler (compared to the Mediterranean SSTs) surrounding land are key drivers for the Mediterranean cyclogenesis [85].
The EM coastal areas receive most precipitation during Northern Hemisphere winter months, on average about 95% of rainfall occurs between October and May [86]. Mean annual precipitation (climatological mean, last 30 years) in the Levant displays a steep gradient, from hyper-arid in the south with less than 100 mm/y (e.g., Egypt, Southern Negev), through semi-arid with 500–600 mm/y (e.g., Soreq, Jerusalem) to humid in the north with >1000 mm (Lebanon and Southeast Turkey) (Figure 2A,B). Precipitation in the Levant is mainly sourced from eastward moving storm tracks generated inside the Mediterranean region, Cyprus low systems, when cold and dry air from continental Euro-Asia interfaces with the relatively warm Mediterranean Sea (Figure 2A compared to Figure 2B) [87,88]. A smaller fraction of cyclones enter on a southeastern trajectory from the Atlantic crossing the Southern EM Sea (Figure 2B), but rarely reach all the way to the Levant and FC [89]. Greece and Turkey (>38° N) also receive cyclones originating to the northwest over Central Europe, the Black Sea and in the Gulf of Genoa [84,90]. The semi-arid to hyper-arid FC currently receives most of its moisture during winter (98% of the precipitation occurs between October-May; [29]) from Mediterranean storm tracks [91]; while summer precipitation from tropical systems is virtually absent (Figure 2B).
The modern AP receives rainfall from the Mediterranean frontal systems (Dec-Mar), and rarely from the Indian summer monsoon (Figure 2A). In the Late Pleistocene, however, groundwater evidence suggests that the precipitation was sourced mainly from the Indian Ocean [92]. The modern climate at the Southern AP is largely dependent on the annual migration of the Inter-tropical Convergence Zone (ITCZ), which reaches its northern-most position in August. During this period, the Somali Jet brings large quantities of precipitation to the southernmost parts of the AP [93]. This is particularly important in the southwest where rainfall can occur all year round due to the orographic features of the region and moisture advected from the Red Sea [94,95]. The dominance of the Indian Ocean source in late Pleistocene suggests a northwards migration of the ITCZ.
The ME water-balance (Figure 2C,D) plays an important role in the development of cave records in the region. This becomes immediately visible when comparing the Mediterranean seasonality for summer (dry) and winter (wet), highlighting that even in regions that receive summer rainfall (Figure 2A), there will be little to no summer recharge under modern climate conditions (Figure 2C). The importance of the sub-regions reviewed in this work is emphasized when inspecting the patterns of winter potential recharge throughout the ME. The Levant, specifically the EM coastal region, is clearly on the desert-Mediterranean climate seamline with positive TP-E in the northernmost parts and negative TP-E in the south. The Israeli and Lebanese caves are situated in such a way where even a slight migration of the storm tracks shifts the water-balance from positive to negative and vice-versa. This sensitivity has been used to describe the Negev humid periods, however, Negev entities are not yet logged in the SISAL_v1 database) [73], climate controlled vegetation changes in the Levant [28] and changes in the dominant storm tracks [83]. The FC caves may track a similar transition between Mediterranean and monsoonal sources using Katleh Khor, Qal’e Kord and Gejkar caves, which appear to experience a positive winter water-balance compared to Gol-e Zard Cave, located further east and experiencing more water-limited conditions. The predominantly year-round negative water-balance in the AP stresses the importance of local physiographic settings and individual storms.
Due to the high SST and low atmospheric moisture above the Mediterranean Sea, the ratio of oxygen to deuterium isotopes in precipitation yields a unique regional water line, the Mediterranean Meteoric Water Line (MMWL, δD = 8 × δ18O + ~22 [‰VSMOW], [97]). The majority of Levant precipitation indicates a local vapor source, [86,97,98,99]. Atlantic storms traversing the Mediterranean Sea are overprinted with the MMWL signal, obscuring the original vapor source. There is no clear indication that alternative trajectories for the Levant, such as tropical plumes or Red Sea troughs (see Armon et al. [100]) maintain their source vapor, even though these storms travel very short distances over the EM [98]. Considering that the vadose aquifer mixes the rainwater of different storms, identifying shifts in trajectories of Mediterranean storms using water stable isotopes would be nearly impossible. However, using other tracers such as dust deposition rates its composition and Sr isotopes in speleothem may prove valuable [101,102,103]). Another important consideration is the effect of the aforementioned strong evaporative climate. In a long-term rainfall sampling campaign at the Soreq Cave site mean rainfall δ18O-δD relationship seemed to fall on the MMWL (slope ~8, deuterium excess of ~20–30‰) [41,86], however, when events of <20 mm (and higher than 10 °C surface temperature) are examined separately their slope and deuterium excess suggested to be the result of evaporative processes underneath the cloud. Whether the signature of the isotopically light events is transferred to the karst reservoir is still unclear, but a 2013 re-analysis of δ18O time-series of Soreq Cave drip water suggests evaporation effect to be minimal [41].
In contrast, precipitation at the southern tip of the AP and the southernmost parts of the Levant is associated with the annual migration of the ITCZ and precipitation derived from tropical cyclones (Figure 2). These are isotopically enriched compared to the δ18O of the Atlantic/Mediterranean systems and fall closer to the Global Meteoric Water Line (δD = 8 × δ18O + 10, [104]). If, however, changes in atmospheric ITCZ and associated precipitation occurred simultaneously in the Levant/FC and the AP, the variation recorded in δ18Occ time-series should be synchronized (see Section 4.1 for details).

3. Spatial/Temporal Setting of Middle East Speleothems

We define the ME roughly from 10° N to 45° N and from 20° E to 65° E. This includes the Eastern parts of Europe that are relevant for understanding of the ME climate, as described in Section 2. We use records from 16 caves and 23 individual speleothems from SISAL_v1 (Table 1), of which 10 sites and 17 entities are from the ME and highlighted in Figure 1. There are additional entities that are not in the SISAL_v1 database (Table 1), including sites in Turkey, Israel, Egypt, Yemen, Iran and Iraq [37]. All δ18Occ values are reported in ‰ (per mille) and reported in the Vienna Pee Dee Belemnite (VPDB) standard.
The geographic coverage of the sites is uneven, with the majority of sites and entities from the EM, and a smaller proportion from the AP and FC. The geographical distribution of SISAL_v1 sites in the ME region is centered on areas of continuous carbonate rocks (Figure 1). However, other factors also have an influence. First, much of the region is arid to hyper arid (Figure 2), which inhibits the formation of speleothems, or limits formation to pluvial periods only [6,105]. Second, the recent unstable geopolitical situation in parts of the ME has allowed for limited scientific exploration.
The time intervals covered by the SISAL_v1 entities in the ME range from 0.056 ka BP (Sofular Cave, Turkey) to 193 ka BP (Kanaan Cave, Lebanon). The temporal distribution of samples is skewed towards the Holocene, with an almost linear increase in δ18O data in SISAL_v1 from ~40 ka BP to the present (Figure 3B). Only six entities extend to and beyond the last interglacial (south to north): Jerusalem West Cave AF-12, Ma’ale Efrayim ME-12, Kanaan Cave MIS5 and MIS6, Dim Cave Dim-E3 and Sofular SO-1 (Figure 3C). The remaining 17 entities are largely confined to the interval between the Last Glacial Maximum (LGM, ~22 ka BP) and present day (Table 1). The skewed distribution may be the result of publication bias, as most studies have focused on the link between climate and human civilizations [14,106], coupled with the fact that younger speleothems are more naturally abundant as older samples are either covered by the younger deposits, or destroyed by dissolution, alteration, earthquakes etc. [107]. Large parts of the Late Pleistocene have generally been obtained specifically in sites where long-term continuous research has been carried out over multiple overlapping entities (e.g., Israel, Lebanon and Oman).
Figure 3. (A) Histogram showing the distribution of temporal difference between two consecutive data points for all ME SISAL_v1 entities, in bins of smaller than 0.5 years, between 0.5 and 1.0 years, between 1 and 5 years, between 5 and 10 years, between 10 and 20 years, between 20 and 50 years, between 50 and 100 years, between 100 and 200 years and over 200 years. (B) Histogram of speleothem records during the last 120 kyr subdivided in 250-year bins, available speleothem isotope time-series were counted if at least one δ18O value was within a bin [108]. (C) Temporal coverage and temporal difference of studied entities covering the pre-Holocene time periods (up to 200 ka BP) and (D) entities from the last 30 ka BP. Sapropel 1 period is bracketed by the dashed lines in (C,D) [109].
The median temporal resolution of all ME samples is close to decadal with a 7.7-year temporal gap between data points (Figure 3A), the distribution of temporal gaps for all existing entities varies between sub-annual to >500 year gaps, as indicated by the dark purple gaps in Figure 3C,D. Caution is needed when analyzing close to millennial gaps, as they may be the result of prolonged growth hiatuses or problematic sampling methodology. Temporal resolution for all entities is given in Figure 3C,D (up to 1000-year gaps), showing that most entities maintain a relatively constant growth-rate, with the exception of entities from Levant sites (i.e., Soreq, Ma’ale Efrayim, Kanaan Jeita and Dim caves). This highlights the hydrological sensitivity of the Levant records to changes in storm tracks, rainfall amount and evapotranspiration [29,40,48].
Following the analysis of spatial distribution of the SISAL_v1 entities (Figure 1), as well as the temporal distribution and resolution (Figure 3), we will focus our discussion on the last 30 kyr of available SISAL_v1 data, and the regional ME composite for the last 12 kyr, from the Younger Dryas (YD) to present day. The temporal potential of climatological analysis is, in most entities, limited to decadal perturbations. However, the additional entities reported in Table 1 should allow for regional compilations and coherence tests to extend beyond the late-Pleistocene and Holocene to the last interglacial and beyond. Moreover, the regional dataset analyzed here is mainly affected by the Mediterranean storm tracks, with little information on the Indian Summer Monsoon (ISM) (see Kaushal et al. [110]). Questions concerning the intrusion of the Siberian High and migration of the ISM would be easier to tackle with the inclusion of the FC entities and the Negev caves (Table 1). The inclusion of these sites could be used to construct a regional-comparison traverse between Eastern Europe and the Balkans, EM, FC and AP. For this reason, we limit this review to the last glacial period and Holocene, and in Section 5 we provide suggestions to achieve a complete regional coherence analysis for the Late Pleistocene.

5. Conclusions and Future of SISAL Project in the Middle East

5.1. Emphasis for Future Speleothem Research in the Middle East

The main goal for future speleothem research in the Middle East (ME) would be to increase spatial coverage in the region (Figure 1, Table 1), specifically in the Fertile Crescent (FC), Arabian Peninsula (AP) and Saharan belt (Egypt, Negev) sub-regions where current site density is considerably lower than the Levant. Efforts in these environments are specifically important as the spatial distribution of carbonate bedrock is not continuous so without regional continuity, improved entity density would improve regional analysis coherency.
Additionally, emphasis should be placed on including additional entities to increase the temporal coverage and generate longer time-series from the region as most of the records cover only the last 40–30 kyr (Figure 3B). This should be done in tandem with application of high temporal-resolution analysis methodologies (conventional and novel) to increase the resolution of the available geological paleorecords (see Figure 3C) and allow detection of changes in seasonality [14,31] and decadal scale variations [28,48]. This will enable future studies to conduct more accurate coherence regional investigations to reveal coherent and robust climate variations over longer time periods, including glacial-interglacial cycles in the Pleistocene.
Achieving these goals will allow SISAL based studies could better constrain teleconnections amongst the hydroclimate of remote regions such as Northern Africa, the Levant and the FC, which should all be influenced by Mediterranean cyclones and ITCZ migration, as the spatial scale of the ITCZ migration and the overall effect it might have had on rainfall amount in the Southern AP is still debated [173] and a regional compilation incorporating crucial missing records to the SISAL database will enable us to shed light on this topic. Furthermore, considering the location of the Levant at the border between the tropical Hadley cell and the mid-latitude Ferrel cell, hydroclimate change in this region is supposed to be very sensitive to shifts in the Hadley-Ferrel-cell border, which should be ultimately imprinted in the speleothem palaeoclimate record. Hence, future speleothem-based reconstructions and synthesis of past hydroclimate changes from North Africa, the Levant and the FC will allow testing of theoretical concepts on how the Hadley-Ferrel-cell border shifts in response to changes in insolation [174].
The ability to simulate the rhythm of climate variability and specific events (such as sapropels, the 8.2 ka or 4.2 ka events and the LIA) depends on the availability of high-quality databases, with high enough temporal resolution to make relevant inferences from a human perspective. In this regard, completion of the above-mentioned information will help in answering challenging questions and in understanding future changes to water limited environments.
Though this work does not review the carbon isotope climate proxy (δ13C), it should be noted that the δ18O record is often ‘noisy’ in fast growing speleothems which provide high-resolution Holocene records, as it reflects seasonal and annual variations in δ18O, while the δ13C record is less sensitive to such short time-scale variations and reflects variations in the soil CO2 composition, which can be used to identify and characterize Holocene centennial and millennial climate variability [28].

5.2. The Importance of Fertile Crescent Speleothem Data

The publication of more speleothem-based proxy records from the FC is a priority in palaeoclimate research for several reasons. First, additional FC entities would make it easier to establish the role of the Siberian High and Indian Summer Monsoon in the regional palaeo-hydrology. Whereas there is no influence from the ISM on precipitation in the modern-day FC, it has been theorized that in the early Holocene (and before) the picture was more complicated–the FC received rainfall more evenly from two sources instead of the simple single-sourced nature of precipitation today [175], SISAL records could help researching this question.
Second, the late Holocene δ18Occ records from the FC reflect winter-spring precipitation, the main hydrological season, while records such as lake sediments, pollen and tree-rings often reflect annual precipitation, summer precipitation or temperature changes. They can also suffer from other inadequacies such as lacking the required temporal resolution, not covering the researched period, or suffering from considerable chronological uncertainties [175]. These problems are especially limiting when using palaeoclimate proxies in archaeological discussions, as tying climatic events to specific human developments requires maximum chronological precision and precipitation during the growing period (spring) will be most important for human flourishing. Seeing the FC as one of the most important regions worldwide for human development, producing highly-resolved and accurately-dated speleothem records is of vital concern. Here we identified five sites in the FC, from Turkey, Iran and Iraq. The entities from these publications have already contributed to the understanding of the prevailing continental climatic conditions over the Holocene and as far back as 500 ka BP. Increasing the number of datasets available in SISAL would provide an important tool for answering the questions raised in this section.

5.3. SISAL Outlook for the Middle East

As Table 1 suggests, there is an excellent opportunity to include more records from the ME in the SISAL database. This would allow the application of statistical analyses, e.g., standardization techniques to synthesize common trends in the stable isotope time-series [137] or coherence analysis using Monte Carlo Principal Component Analyses (MC-PCA) [35]. Such analyses will enable better constraints on the relationships between different archives such as between the speleothem hydroclimate records and reconstructed SSTs. It would also allow the identification of common modes of hydroclimate variability and better insights into the climate dynamics/mechanisms and its forcing. Coherence analyses could also be extended to incorporate Western Mediterranean as well as European stable isotope time-series, and validate the teleconnection between hydroclimate changes that also depend on mid-latitude cyclones [176,177,178].

Author Contributions

Y.B. designed the concept of this study and led the synthesis and writing of this manuscript with support of all co-authors; Y.B., B.M., J.F.L., M.D. extracted, collated and evaluated the data and performed statistical analyses; Y.B., B.M., E.I., M.A.L., M.D. worked on the design and visualization of the figures; Y.B., B.M., M.J.J., M.D. worked on editing the text and all authors reviewed the manuscript.

Funding

Y.B. acknowledges support of FFB grant #3-323/4532211. B.M. acknowledges support from the CSIC Ramón y Cajal postdoctoral programme RYC-2013-14073. M.A.L. acknowledges support from the Ministry of Science and Technology (MOST), Taiwan (107-2119-M-002-051). M.D. acknowledges funding by the German Research Foundation (DFG) grant DE 2398/3-1.

Acknowledgments

The SISAL is a working group of the Past Global Changes (PAGES) programme and we thank PAGES for their support of this activity. We thank Laia Comas-Bru for assistance in Figure 1, sharing and producing Figure 3. The authors thank the members of the World Karst Aquifer Mapping project for providing the carbonate aquifer maps used by in for Figure 1. We are grateful to Sandy Harrison and Laia Comas Bru for their editorial handling of the manuscript and endless patience. We also wish to thank Andrea Columbu and three anonymous reviewers for their support and suggestions. The authors offer the secret speleo handshake to Andy Baker donated of his time to review this work and share his insight on water-limited environments. Assistant Editor Mark Guo for his time and kind help in publishing this manuscript. Y.B. wishes to thank Kerstin Braun and Zoltán Kern for coordination in preparation of the African and Eastern European review papers included in this special issue [43,44], and Miryam Bar-Matthews for her support in the SISAL Middle East team efforts to advance the input of regional datasets into SISAL.

Conflicts of Interest

The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.

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