Article Geochemistry 3 Volume 7, Number 1 Geophysics XX Month 2006 GeosystemsG XXXXXX, doi:10.1029/2005GC001002 G ISSN: 1525-2027 AN ELECTRONIC JOURNAL OF THE EARTH SCIENCES Published by AGU and the Geochemical Society
1 Long-term volumetric eruption rates and magma budgets
2 Scott M. White 3 Department of Geological Sciences, University of South Carolina, 700 Sumter Street, Columbia, South Carolina 29208, 4 USA ([email protected])
5 Joy A. Crisp 6 Jet Propulsion Laboratory, California Institute of Technology, Pasadena, California 91109, USA 7 ([email protected])
8 Frank J. Spera 9 Department of Earth Science, University of California, Santa Barbara, Santa Barbara, California 93106, USA 10 ([email protected])
11 [1] A global compilation of 170 time-averaged volumetric volcanic output rates (Qe) is evaluated in terms 12 of composition and petrotectonic setting to advance the understanding of long-term rates of magma 13 generation and eruption on Earth. Repose periods between successive eruptions at a given site and 4 14 intrusive:extrusive ratios were compiled for selected volcanic centers where long-term (>10 years) data 15 were available. More silicic compositions, rhyolites and andesites, have a more limited range of eruption 1 3 16 rates than basalts. Even when high Qe values contributed by flood basalts (9 ± 2 10 km /yr) are 17 removed, there is a trend in decreasing average Qe with lava composition from basaltic eruptions (2.6 ± 2 3 3 3 3 3 18 1.0 10 km /yr) to andesites (2.3 ± 0.8 10 km /yr) and rhyolites (4.0 ± 1.4 10 km /yr). This 19 trend is also seen in the difference between oceanic and continental settings, as eruptions on oceanic crust 20 tend to be predominately basaltic. All of the volcanoes occurring in oceanic settings fail to have 2 3 21 statistically different mean Qe and have an overall average of 2.8 ± 0.4 10 km /yr, excluding flood 22 basalts. Likewise, all of the volcanoes on continental crust also fail to have statistically different mean Qe 3 3 23 and have an overall average of 4.4 ± 0.8 10 km /yr. Flood basalts also form a distinctive class with an 24 average Qe nearly two orders of magnitude higher than any other class. However, we have found no 25 systematic evidence linking increased intrusive:extrusive ratios with lower volcanic rates. A simple heat 26 balance analysis suggests that the preponderance of volcanic systems must be open magmatic systems with 27 respect to heat and matter transport in order to maintain eruptible magma at shallow depth throughout the 2 3 28 observed lifetime of the volcano. The empirical upper limit of 10 km /yr for magma eruption rate in 29 systems with relatively high intrusive:extrusive ratios may be a consequence of the fundamental 30 parameters governing rates of melt generation (e.g., subsolidus isentropic decompression, hydration due to 31 slab dehydration and heat transfer between underplated magma and the overlying crust) in the Earth.
32 Components: XXX words, 6 figures, 4 tables, 1 dataset.
33 Keywords: volcanism; magma budget; rates; volcanic repose.
34 Index Terms: 8145 Tectonophysics: Physics of magma and magma bodies; 8411 Volcanology: Thermodynamics (0766, 35 1011, 3611); 8499 Volcanology: General or miscellaneous.
36 Received 18 April 2005; Revised 3 November 2005; Accepted 21 December 2005; Published XX Month 2006.
37 White, S. M., J. A. Crisp, and F. A. Spera (2006), Long-term volumetric eruption rates and magma budgets, Geochem. 38 Geophys. Geosyst., 7, XXXXXX, doi:10.1029/2005GC001002.
Copyright 2006 by the American Geophysical Union 1 of 20 Geochemistry Geophysics 3 white et al.: eruption rates and magma budgets 10.1029/2005GC001002 Geosystems G
40 1. Introduction history [e.g., Singer et al., 1992; Zielinski and 93 Frey, 1970]. It is important to note, however, for 94 41 [2] Despite the significant impact of volcanic sys- the olivine basalt-trachyte series at Gough Island 95 42 tems on climate, geochemical cycles, geothermal where fractional crystallization appears dominant, 96 43 resources and the evolution and heat budget of the Pb and Sr isotopic data indicates that assimilation 97 44 crust, surprisingly little is known regarding the of hydrothermally altered country rock and/or 98 45 systematics of long-term rates of magma genera- recharge of isotopically distinct magma has taken 99 46 tion and eruption on Earth. Global rates of magma place [Oversby and Gast, 1970]. 100 47 generation provide insight regarding the planetary- [4] In this paper, time-averaged volcanic output for 101 48 3 scale energy budget and thermal evolution of the periods >10 years are evaluated. Volcanic output 102 49 Earth. Rates of magma generation and eruption are rates for individual eruptions may vary wildly 103 50 key factors affecting the petrological and geochem- about some norm, but evidently settle to a repre- 104 51 ical evolution of magma bodies as well as eruptive sentative ‘‘average’’ value when time windows on 105 52 styles due to the intrinsic coupling between magma the order of 10 times the average interval of 106 53 recharge, fractional crystallization, wall rock as- eruptions are considered [Wadge, 1982]. Crisp 107 54 similation and melt volatile saturation [Shaw, 1985; [1984] conducted a similar study of magmatic rates 108 55 Spera et al., 1982]. Volcanoes and formation of published between 1962 and 1982 and established 109 56 intrusive bodies such as sill complexes have been some basic relationships between volcanic output 110 57 suggested to play a role in global climate change and associated factors such as crustal thickness, 111 58 [Svensen et al., 2004] and perhaps even trigger magma composition, and petrotectonic setting. 112 59 biotic extinctions. In addition, global rates of This work updates and extends that earlier compi- 113 60 magmatism may have important implications for lation with 98 newly published volcanic rates and 114 61 seismic energy release [Shaw, 1980] and the mag- volumes from 1982–2004 for a total of 170 115 62 1 netic geodynamo by modulating heat transfer from estimates (see auxiliary material Tables S1 and 116 63 the core-mantle boundary and the concomitant S2). We also endeavor to establish some scaling 117 64 development of deep mantle plumes [Olson, relationships based primarily on the compilation 118 65 1994]. Rates of magmatism on Earth are also used and some simple energy budget considerations 119 66 in planetary research as analogues to constrain with the goal of discovering possible systematic 120 67 magmatic and thermal models. In summary, there trends in the data. 121 68 is an exhaustive set of reasons for developing 69 systematic knowledge regarding the rates of mag- 70 matism on Earth including the effects of magma 2. Sources and Quality of the Data 122 71 composition and petrotectonic environment on vol- 72 umetric rates. [5] The data presented here are volumetric volca- 123 nic or intrusive rates published from 1962–2005, 124 73 [3] One of the key factors in understanding mag- including data from the compilation by Crisp 125 74 matism is a quantitative evaluation of the extent to [1984] of rates published from 1962–1982 where 126 75 which magmatic systems operate as open or closed these data have not been superseded by more 127 76 systems. These alternatives have significantly dif- recent studies. We have also reviewed the rate data 128 77 ferent implications for magma evolution. However, presented by Crisp [1984] and corrected or re- 129 78 the openness of magmatic systems is difficult to moved several references as appropriate. Thus the 130 79 determine since there is no unambiguous way to data presented here is a completely updated com- 131 80 track magma transport from the generation and pilation of volumetric rates of eruption. 132 81 segregation through the crust to volcanic output. 82 On balance, many magma systems are thought to [6] Most volcanoes have cycles of intense activity 133 83 be open systems in that they receive additional followed by repose. Comparing volcanic systems 134 84 inputs of heat and mass during magmatic evolution at different stages in their eruptive cycles can lead 135 85 [Davidson et al., 1988; Fowler et al., 2004; to erroneous conclusions, if the duration of activity 136 86 Gamble et al., 1999; Hildreth et al., 1986; Petford is not long enough to average the full range of 137 87 and Gallagher, 2001]. Closed magmatic systems eruptive behavior over the lifetime of the volcano. 138 88 which exchange heat but little material with their The duration needed depends upon the individual 139 89 surroundings (i.e., neither assimilation nor recharge volcano; longer periods are generally required for 140 90 is important) may be rather uncommon. What is 91 more likely is that specific systems may behave as 1Auxiliary material is available at ftp://ftp.agu.org/apend/gc/ 92 closed systems for restricted portions of their 2005GC001002. 2of20 Geochemistry Geophysics 3 white et al.: eruption rates and magma budgets 10.1029/2005GC001002 Geosystems G
141 volcanic centers erupting more compositionally sidered; therefore data for one volcanic center 195 142 evolved magma due to lower eruption recurrence measured over different durations are included in 196 3 143 interval. Thus a period of 10 years may be a Tables 1 and 2. The period of volcanism may also 197 144 long time for a basaltic shield volcano (e.g., Kilauea, be important since eruptions from further in the 198 145 Hawaii) but captures only an insignificant fraction past may have experienced more erosion, partial 199 146 of one eruptive cycle at a rhyolitic caldera (e.g., burial, or be more difficult to accurately date. 200 147 Yellowstone, USA). Only long-term rates are con- [9] Sources of error reported in the original pub- 201 148 sidered in this study although this reduces the lications, as well as most unquantified unreported 202 149 available data considerably. We have culled the data 4 error, mainly arise from estimating (1) the thick- 203 150 to include primarily those estimates over 10 years ness of the volcanic deposits, (2) the age of lavas, 204 151 or longer, but have selected a few volcanic centers or (3) amount of erosion. Less significant potential 205 152 with shorter durations where the shorter time inter- sources of error are uncertainty in the conversion 206 153 val did not compromise the data quality (e.g., from volume to dense rock equivalent (DRE) 207 154 capturing several eruptive cycles, smaller volcanic volume, and uncertainty in the area covered by 208 155 centers, or similar reasons) in our judgment. deposits. One may attribute some of the variance in 209 156 [7] Tables 1 and 2 show volcanic output rates for rates to error introduced by comparing volcanic 210 157 primarily mafic and silicic systems respectively. systems at different scales. For example, the vol- 211 158 Output rates for volcanic systems (Qe) are deter- canic output rate over continuous lengths of oce- 212 159 mined by dividing volcanic output volume by the anic arcs and ridges is expected to be higher than 213 160 duration of the activity. For longer durations activ- small individual volcanoes. The arcs and ridges are 214 161 ity may not have been continuous. By use of divided into unit volcano lengths of 100 km based 215 162 density for different compositions [Spera, 2000] on the spacing of volcanoes in arcs [de Bremond 216 163 we can convert volume rate (Qe) to mass rate, d’Ars et al., 1995]. Petrologic and tectonic factors 217 164 which is probably the more fundamental parameter. are also reported for each volcanic system where 218 165 Since density varies only slightly (basalt is 15% data are available include lithic type or bulk wt% 219 166 denser than rhyolite at the same temperature and SiO2 of erupted magma, and petrotectonic setting. 220 167 pressure) compared to the uncertainty in the data Rock names are given for the dominant magma 221 168 and the original data is all reported in terms of type associated with each area simplified in one of 222 169 volume, we use Qe exclusively in the rest of the following categories: basalt, basaltic andesite, 223 170 this study although mass rates are also given in andesite, rhyolite. The mode wt% SiO2 reported 224 171 Tables 1 and 2. Within each table, the rate esti- here is the mode of erupted products by volume 225 172 mates encompassing large areas, such as entire arcs reported within the given period for that volcanic 226 173 or extensive volcanic fields, is presented separately system. Petrotectonic setting groups the systems 227 174 from rates for individual volcanoes or smaller into six categories based on crustal type, oceanic or 228 175 fields of vents. To remove ambiguity from the continental, and association with a plate boundary 229 4 2 176 decision, a cutoff of 10 km was used to separate type; convergent, divergent, or intraplate. 230 177 global data sets, typically involving compilations 178 of several volcanoes themselves, from local data 3. Volcanic Rates and Regimes 231 179 sets focused on individual volcanoes with a more 180 constrained study area. However, we find that rates 3 3.1. Rates of Eruption 232 181 for entire arcs/fields when presented as km /yr per 182 100 km are similar to those for individual volca- [10] Eruption rates are examined on the basis of 233 183 noes (Figure 1). dominant lithology and petrotectonic setting. Rock 234 type affects many factors related to flow behavior 235 184 [8] A large amount of uncertainty is associated such as viscosity, temperature, and pre-eruptive 236 185 with inferring volcanic rates from unobserved volatile content. Thus it may be an important 237 186 eruptions. In the tables, a ‘‘Notes’’ field contains control on eruption rate. Petrotectonic setting most 238 187 information about the methods used to derive the strongly reflects the magma generation process, but 239 188 estimates and uncertainties that were available in is also a way to qualitatively look at the effects of 240 189 the original literature, but in many cases no formal crustal thickness. 241 190 uncertainties were reported. Generally the rates 191 reported here should be taken as order-of-magni- [11] The effect of magma composition on eruption 242 192 tude estimates although in some cases the uncer- rate is assessed by broadly grouping the lavas from 243 193 tainties may be as small as a factor of two. The a volcanic area into one of four categories based on 244 194 extrusive rate often depends on the duration con- the dominant SiO2 of the reported rock composi- 245 3of20 t1.1 Table 1 (Representative Sample). Rates and Volumes of Basaltic Volcanism [The full Table 1 is available in the HTML version of this article at http://www. g-cubed.org]
Volume Mass Geosystems Geophysics Geochemistry Location Duration, Extrusive Extrusion Rate Qe, Extrusion Rate, Petrotectonic 3 3 1 1 t1.2 (Volcano Name) Myr Volume, km km yr kg yr Bulk SiO2 Setting Notes References t1.3 Area < 104km2(Individual Volcanoes/Small Volcanic Fields) Ascension 1.500 90 6.00E 05 1.49E+09 48 oceanic hot spot Rough estimate of volumes Gerlach [1990], G t1.4 from topography; rates Nielson and Sibbett [1996] G 3
constrained by a few K-Ar 3 dates since 1.5 Ma.
t1.5 Auckland, 0.140 2 1.07E 05 2.89E+07 B Continental Volume calculated from Allen and Smith [1994] budgets magma and rates eruption al.: et white New Zealand volcanic field thickness and areal extent based on field mapping and boreholes for 49 volcanic centers and adjusted to DRE volume. Active for last 140 kyr based on K-Ar, thermoluminescence, and 14C dates. t1.6 Bouvet 0.700 28 4.00E 05 4.59E+08 48 oceanic hot spot Very rough estimate of volume Gerlach [1990] from island topography; active for the past 0.7 Myr. t1.7 Camargo, 4.64 120 2.6E 05 7.02E+07 B Continental Constraints from K-Ar dates Aranda-Gomez et al. [2003] Mexico volcanic field from 4.73 ± 0.04 Ma to 0.09 ± 0.04 Ma. Volume based on an area of 3000 km2 and average thickness of 40 m La Palma, 0.123 125 1.0E 03 2.70E+09 48 oceanic hot spot Detailed field observations, Carracedo et al. [1999], t1.8 Canary Islands mapping, and 39Ar/40Ar Guillou et al. [1998] dating of uneroded Cumbre Viejo indicate activity since 123 ± 3 ka. t1.9 Santo Antao, 1.750 68 4.00E 05 1.08E+08 48 oceanic hot spot Rates from main shield-building Plesner et al. [2002] Cape Verdes stage Cha de Morte volcanics 10.1029/2005GC001002 deposited between 2.93 ± 0.03 and 1.18 ± 0.01 Ma (39Ar/40Ar ages) and field mapping. t1.10 Coso, CA 1.500 24.3 1.60E 05 5.40E+12 57 continental Field mapping estimate of Duffield et al. [1980] volcanic field 23–25.5 km3 erupted between
4of20 4.02 ± 0.06 and 2.52 ± 0.05 Ma (K-Ar ages). t2.1 Table 2 (Representative Sample). Rates and Volumes of Silicic Volcanism [The full Table 2 is available in the HTML version of this article at http://www.g- cubed.org] Volume Duration, Extrusive Extrusion Mass Extrusion Petrotectonic Geosystems Geophysics Geochemistry 3 3 1 1 t2.2 Location Myr Volume, km Rate Qe,km yr Rate, kg yr SiO2 Wt% Setting Notes References t2.3 Area < 104km2(Individual Volcanoes/Small Volcanic Fields) t2.4 Alban Hills, Italy 0.561 290 5.2E 04 1.33E+09 A Continental arc Geologic map. Some ages from Chiarabba et al. [1997] G thermoluminescence. Period of G eruptions 580 ka to 19 ka. Not 3 corrected for DRE. Unknown 3 amount of erosion. t2.5 Asama 0.030 37 1.20E 03 8.61E+08 A oceanic arc 37 ± 7 km3 erupted over past Crisp [1984] budgets magma and rates eruption al.: et white 0.03 Myr t2.6 Avachinsky, USSR 0.060 100 1.70E 05 1.62E+08 BA continental arc Rough estimate excluding ejecta Crisp [1984] beyond cone. t2.7 Ceboruco-San Pedro 0.8 80.5 8.05E 5 2.05E+08 A continental arc Volume determinations 80.5 ± Frey et al. [2004] 3.5 km3 from field mapping, digital topography, and orthophotos. Only minor erosion. Age from numerous 40Ar/39Ar dates. t2.8 Ceboruco-San Pedro 0.1 60.4 6.04E 4 1.54E+09 A continental arc Volume determinations from field Frey et al. [2004] mapping, digital topography, and orthophotos. Only minor erosion. Age from numerous 40Ar/39Ar dates. t2.9 Clear Lake, California 2.050 73 3.50E 05 2.81E+09 64 Continental For period from 2.06–0.01 Ma. Crisp [1984] Volcanic Field Volume includes estimate of eroded material. t2.10 Coso, California 0.4 2.4 5.7E 06 1.34E+07 R Continental Geologic mapping estimate of Bacon [1982] Volcanic Field 0.9 km3 of basalt and 1.5 km3 of rhyolite erupted over past 0.4 Myr based on K-Ar ages. t2.11 Davis Mountains, Texas 1.5 1525 1.0E 03 2.35E+09 R Continental Detailed field mapping and 40Ar/39Ar Henry et al. [1994] Volcanic Field ages from 36.8 to 35.3 Ma. No DRE correction applied, as deposits have low porosity. The 10.1029/2005GC001002 actual total volume may be as high as 2135 km3, if buried lava flows over full extent of area suggested. t2.12 Fuji 0.011 88 8.00E 03 4.59E+08 BA oceanic arc Volume estimated from detailed Togashi et al. [1991] field mapping for eruptions 5of20 over past 11 kyr (tephrachronology) Geochemistry Geophysics 3 white et al.: eruption rates and magma budgets 10.1029/2005GC001002 Geosystems G
limited range of eruption rates than basalts. Long- 272 5 term rates for silicic eruptions range from <10 273 3 2 3 km /kyr to 10 km /yr (Table 2 and Figure 1). 274 Among the major rock type groups we have used 275 here, the mean and variance of Qe decreases as the 276 amount of silica increases. In Figure 1, this trend is 277 apparent as the basalts form a wide field of values 278 2 3 whose mean is 10 km /yr while andesites and 279 rhyolites form a much narrower band of values 280 3 3 around 10 km /yr. The flood basalts form a small 281 3 cluster of values above 1 km /yr on Figure 1, 282 outside of a more uniform field of values for all 283 compositions, and seem to form a distinct group. 284 Therefore flood basalts were not considered with 285 the rest of the basalt rates when comparing to other 286 compositions to avoid skewing the results. With 287 flood basalts removed, basaltic eruptions still have 288 an order-of-magnitude higher average rate (2.6 ± 289 2 3 1.0 10 km /yr) than basaltic andesites, ande- 290 sites and rhyolites. Average rates for andesites 291 3 3 (2.3 ± 0.8 10 km /yr) and rhyolites (4.0 ± 292 Figure 1. Volumes and volcanism durations for 3 3 locations in Tables 1 and 2 (see also auxiliary material 1.4 10 km /yr) are also significantly differ- 293 Tables S1 and S2). The diagonal lines represent constant ent, although not as distinct as the difference 294 rates of volcanic output. The points are coded by color between basalts and these two groups. 295 and shape to indicate lava composition by SiO2 content. Open symbols represent rates for arc and large areas [13] The effect of petrotectonic setting on eruption 296 (>104 km2), and solid symbols represent individual rate is assessed by grouping the volcanoes by the 297 volcanoes and small volcanic fields (<104 km2). main differences in magma genesis based on plate 298 tectonic theory. In contrast to lithology, petrotec- 299 246 tions: basalt, basaltic andesite, andesite, or rhyolite. tonic setting lends itself to grouping into categories 300 247 Many important physical properties of lava are a (Figure 2). Volcanoes at convergent plate bound- 301 248 function of SiO2 content, as well as being easy to aries are arcs, divergent plate boundaries are rifts or 302 249 measure and widely reported, making this a useful spreading ridges, and intraplate volcanoes are so- 303 250 tool for first-order comparison of volcanoes. The called hot spots. Also included is a separate desig- 304 251 rock type dominant in the area is assigned as the nation of volcanic fields (continental volcanic 305 252 rock type to represent the entire area. For example, fields) for areas characterized by areally distributed 306 3 253 Yellowstone is assigned as rhyolite on the basis of volcanism of primarily small (<1 km ), monoge- 307 254 its repeated large caldera-forming eruptions even netic cones. These fields tend to occur in regions 308 255 though a small amount of basalt leaks out between that are difficult to classify by traditional plate 309 256 large-volume paroxysmal rhyolite eruptions. Where tectonic theory such as slab windows (e.g., Clear 310 257 bimodal volcanism is equally balanced by volume Lake, CA) or continental extension (e.g., Lunar 311 258 or a change in rock type has occurred at some point Crater, NV). In order to also assess the role of 312 259 in the eruptive history of the volcanic system, the crustal thickness/composition, the petrotectonic 313 260 basaltic (Table 1) and silicic (Table 2) volumes settings are further subdivided into volcanoes 314 261 and rates of eruption are reported separately. For erupting through continental or oceanic crust. The 315 262 example, recent Kamchatka eruptions are split into exceptions are oceanic plateaux, the flood basalt 316 263 andesites (Table 2) and basalts (Table 1). equivalent for oceanic crust. Reliable data are so 317 sparse for plateaux that we have grouped oceanic 318 264 [12] Basalts exhibit a wider range of eruption rates 5 3 and continental flood basalts in Figure 2. 319 265 than other rock types, ranging from <10 km /yr 3 266 to >1 km /yr (Figure 1). Basaltic systems in [14] Flood basalts have the highest single Qe value 320 267 general show both short-term and long-term and mean Qe of any volcanic system on Earth 321 268 changes in eruption rates especially in long-lived (Figure 2). In this respect, flood basalts form an 322 269 systems (e.g., Hawaii [Dvorak and Dzurisin, 1993; exceptional group unlike the other forms of terres- 323 270 Vidal and Bonneville, 2004]). More-silicic rock trial volcanism. In contrast, the continental volca- 324 271 types, the rhyolites and andesites, have a more nic fields have the lowest single and mean Qe of 325 6of20 Geochemistry Geophysics 3 white et al.: eruption rates and magma budgets 10.1029/2005GC001002 Geosystems G
t-test for means indicates that oceanic and continen- 348 tal Qe are statistically different. This implies that 349 crustal thickness, as the overarching contrast be- 350 tween oceanic and continental lithosphere, exerts 351 some control on volcanic rates. Flood basalts also 352 form a distinctive class of volcanism with an average 353 1 3 Qe (9 ± 2 10 km /yr) two orders of magnitude 354 larger than the range of any other class (Figure 2). 355
3.2. Intrusive:Extrusive Ratios 357
[15] The average and range of intrusive:extrusive 358 (I:E) volume ratios for different petrotectonic set- 359 tings are useful in estimating hidden intrusive 360 volumes at other locations and perhaps on other 361 planets [Greeley and Schneid, 1991]. However, I:E 362 ratios are difficult to estimate and rarely published 363 because the plutonic rocks are either buried or the 364 volcanic rocks are eroded, or the relationship 365 between the volcanic and plutonic rocks is uncer- 366 tain. Seismic, geodetic, and electromagnetic tech- 367 niques can reveal the dimensions of molten or 368 partially molten regions under a volcano. Likewise, 369 the sulfur output by magma degassing can be used 370 Figure 2. Volcanic rates grouped by petrotectonic to estimate the volume of the cooling magma 371 setting for all locations in Tables 1 and 2. Shaded boxes [Allard, 1997]. However, the size of the molten 372 represent the range of one standard deviation from the magma reservoir at one time in a longer history 373 mean rate. The black bars show the minimum and may not be a good indicator of the total intrusive 374 maximum rates for each setting. For all settings, mean volume. Likewise, broad constraints on intrusive 375 Qe is skewed toward high values, which may imply a volume based on petrologic modeling of the frac- 376 natural upper limit set by magma generation but no tional crystallization of a parent basalt are not 377 lower limit. considered because they will always calculate 378 lower bound on intrusive volume, because such 379 calculations based on extrusive rocks cannot ac- 380 326 any group. A very wide range of eruption rates count for strictly intrusive events. Better estimates 381 327 have been reported for oceanic hot spots that of total intrusive volume can sometimes be 382 328 overlaps significantly with oceanic arcs and ocean obtained by seismic or gravity measurements of 383 329 spreading ridges. Although the mean Q appears e buried plutons. Another way to determine I:E ratios 384 330 higher for oceanic hot spots than other classes of is to compare geographically related volcanic and 385 331 oceanic volcanism, the two-tailed t-test indicates plutonic sequences. Three such determinations 386 332 that Q for all groups of oceanic volcanism are not e were made in this compilation for the Andes, the 387 333 statistically different. When grouped by petrotec- Bushveld Complex, and the Challis Volcanic Field- 388 334 tonic setting, Q from continental areas tend to be e Casto Pluton. However, in each of these cases it is 389 335 lower on average than for oceanic areas, however uncertain how well linked extrusive and intrusive 390 336 the range of output rates for any one setting over- rocks are in fact. Despite this uncertainty, we 391 337 laps all other settings (Figure 2). Crisp [1984] proceed with an analysis if for no other reason 392 338 noted a similar pattern of higher eruption rates in than to highlight that this issue has received so 393 339 oceanic settings although found no specific value little attention. 394 340 of crustal thickness that acted as a filter threshold. 341 All of the volcanoes occurring in oceanic settings [16] Previous studies have reported a wide range of 395 342 fail to have statistically different mean Qe and have I:E ratios from 1:1 to 16:1 [Crisp, 1984; Shaw et 396 2 3 343 an overall average of 2.8 ± 0.5 10 km /yr. al., 1980; Wadge, 1980]. Shaw [1980] hypothe- 397 344 Likewise, all of the volcanoes on continental sized that the I:E ratio would be higher where 398 345 crust also fail to have statistically different mean crustal thickness is greater, up to 10:1. This makes 399 346 Qe and have an overall average of 4.4 ± 0.8 sense since magma traveling greater path lengths 400 3 3 347 10 km /yr, excluding flood basalts. A two-tailed through thicker continental crust has longer to cool 401 7of20 t3.1 Table 3. Intrusive:Extrusive Ratios t3.2 Volcano Intrusive Extrusive Ratio Method References
3 3 a t3.3 Aleutians 1073–1738 km /km 627–985 km /km 1:1–3:1 Seismic and crystallization of Hidden Bay Kay and Kay [1985] Geosystems Geophysics Geochemistry Pluton and related extrusives Bushveld-Rooiberg, 1 106 km3 3 105 km3 3:1 Stratigraphic mapping. Cr and incompatible Cawthorn and Walraven [1998], South Africa trace element analyses indicate that the Schweitzer et al. [1997], t3.4 total magma volume intruded was Twist and French [1983] 6 3
approximately 1 10 km . G G Central Andes, Peru 9–29 104 km3 2.25 104 km3 3:1–12:1 Extrusive from geologic mapping. Francis and Hawkesworth [1994], 3 t3.5 Intrusive from mapping and gravity. Haederle and Atherton [2002] 3 t3.6 Challis Volcanic Field, 3.5 103 km3 4 103 2.8 104 km3 >1:1–8:1 Very uncertain; field and stratigraphic Criss et al. [1984]
Idaho mapping; extrusive converted to DRE budgets magma and rates eruption al.: et white using 75% porosity; total plutonic thickness unknown t3.7 Coso Volcanic field, 2.8 km3/Myr (basalt) 570 km3/Myr 1:200a 1:100a Extrusive from geologic mapping for Bacon [1983] California 5.4 km3/Myr (rhyolite) the past 0.4 Myr; intrusive rate based on current heat flow and estimates of local tectonic extension. East Pacific Rise 7 km 0.5–0.8 km 5:1–8:1 Seismic; stratigraphic mapping. Detrick et al. [1993], Harding et al. [1993], t3.8 Karson [2002] Etna, Italy (1 Ma) 3 102 km3 1 102 km3 3:1 Seismic (estimate for 0.1 Ma). Allard [1997], t3.9 Hirn et al. [1991] 3 3 t3.10 Italy (since 1975) 0.6 km 5.9 km 10:1 SO2 flux 1975–1995 AD. Hawaiian-Emperor 5.9 106 km3 1.1 106 km3 6:1a Extrusive from topographic maps; Bargar and Jackson [1974], t3.11 Seamount Chain intrusive from flexural models and Vidal and Bonneville [2004] seismic, averaged over the past 74 Myr. Iceland 5 km 20–40 km 4:1–8:1 Seismic. Bjarnason et al. [1993], Darbyshire et al. [1998], Menke et al. [1998], t3.12 Staples et al. [1997] t3.13 Kerguelen Archipelago 9.9 104 km3 2.75 106 km3 28:1a Seismic. Nicolaysen et al. [2000] Kilauea, Hawaii 9 10 2 km3/yr 5 10 2 km3/yr 2:1 Drill hole stratigraphy; ground deformation; Dvorak and Dzurisin [1993], t3.14 geologic mapping. Quane et al. [2000] Long Valley, California 7.6 103 km3 7.5 102 km3 10:1 Rough estimate from seismic tomography, Hildreth [2004], stratigraphic mapping, drill holes, McConnell et al. [1995], 10.1029/2005GC001002 t3.15 and gravity. Weiland et al. [1995] t3.16 Marquesas Islands 6.2 105 km3 3.3 105 km3 2:1a Seismic. Caress et al. [1995] t3.17 Mauna Loa, Hawaii 8 101 km3 1.1–2.4 102 km3 >1:1–3:1 Stratigraphic mapping, for the 1877–1950 Klein [1982], Lipman [1995] time period. t3.18 Mid-Atlantic Ridge 5.5–7 km 0.5–1.5 km 5:1–10:1 Seismic. Hooft et al. [2000] 3 1 3 t3.19 Miyake, Japan 4 km 1.5 10 km 3:1 Geodetic modeling; SO2 emissions. Kumagai et al. [2001] t3.208of20 Mull Volcano, Scotland 1.3 104 km3 7.6 103 km3 2:1 Stratigraphic mapping. Walker [1993] Ninetyeast Ridge 7–8 km 3–4 km 2:1 Seismic. Grevemeyer et al. [2001], t3.21 Nicolaysen et al. [2000] Geochemistry Geophysics 3 white et al.: eruption rates and magma budgets 10.1029/2005GC001002 Geosystems G
and dissipate energy. In addition, mean crustal 402 densities are closer to typical magma densities 403
[1972], compared to the mantle (i.e., positive buoyancy 404 [1981], forces are likely smaller for magma in the crust 405 [1996]
[1999] compared to magma in the mantle). Subsequently, 406 [1989], [1981], Wadge [1982] made the argument based on steady 407 [1986] [1980]
[1996], state volcanic rates and indirect calculations of 408 intrusive volume that less evolved systems have 409 I:E ratios as low as 1:1.5 for basaltic shields on 410 oceanic crust and up to 1:10 for rhyolite calderas 411 Mori et al. Wolfe and Hoblitt Carrier and Chapman Crecraft et al. Evans et al. Christiansen and Blank Clawson et al. Miller and Smith Tanaka et al. on continental crust. Crisp [1984] presented 14 412 ratios but did not find any strong connection 413 between magma composition and I:E ratio. 414
[17] The I:E ratios in this compilation encompass a 415 wide range of values but fails to show any system- 416 atic variations with eruptive style, volcanic setting, 417 or total volume (Table 3). While some well-known 418 basaltic shields do have I:E ratios of 1:1 to 2:1, the 419 420 . oceanic ridges have considerably higher ratios of at 3 least 5:1. The range of estimates goes as high as 421 34:1 at Mount Pinatubo, and 200:1 for the Coso 422 Volcanic Field. Conversely, the I:E ratios at calde- 423 ras may be much lower than 10:1. Yellowstone has 424 eroded material included, andlow-velocity seismic body with a300–700 volume km of modeling. a fairly well constrained I:E ratio of 3:1. Continen- 425 tal magma systems that have had detailed geophys- 426 ical investigations tend to have magma chamber 427 volume estimates comparable to the total erupted 428 volume, as noted by Marsh [1989]. A ratio of 5:1 429 could be viewed as common to most magmatic 430 11:1–34:16:1 Seismic, stratigraphic mapping. 5:1–9:1 Geologic mapping, estimated amount of 3:1 Geologic mapping, gravity and thermal Seismic; stratigraphic mapping. systems when the considerable uncertainty is con- 431 sidered. Ratios higher than 10:1 are uncommon in 432 our data set. When volume of magma involved in 433 crustal ‘‘underplating’’ or magmatic addition to the 434 3 lower crust is also counted, much higher ratios of 435 km 3 3 4 intrusive:extrusive activity sometimes result (Nine- 436 10 3 tyeast Ridge [Frey et al., 2000], Coso [Bacon, 437 1983]) but other times do not (Aleutians [Kay 438
3.7–5.3 km 500 km 40–43 km 1.89 and Kay, 1985], Marquesas [Caress et al., 1995]). 439
3.3. Repose Time Between Volcanic Events 441
18 442
3 [ ] A major discriminant in the behavior of volca- 3 3
km nic systems is their frequency of eruptions through 443 3 time. Most basaltic volcanoes erupt small volumes 444 10 3 of lava frequently whereas continental calderas 445 erupt great volumes of silicic magma infrequently. 446 94 km At Hekla, Thorarinsson and Sigvaldason [1972] 447 noted a positive relationship between repose length 448 and the silica content of the initial lavas erupted 449 following the repose. Data from 17 volcanic centers 450 in Table 4 selected to span a wide range of SiO2 451 (continued) content define an exponential relationship between 452 Volcano Intrusive Extrusive Ratio Method References repose time and SiO2 content in the lava (Figure 3). 453
Values that include crustal underplating. The volcanic centers in Table 4 were chosen to span 454 Arizona a Table 3. Pinatubo, PhilippinesSan Francisco Mountain, 60–125 km Twin Peaks, UtahYellowstone 290–430 km 6.5
9of20 t3.22 t3.23 t3.24 t3.25 t3.26 Geochemistry Geophysics 3 white et al.: eruption rates and magma budgets 10.1029/2005GC001002 Geosystems G t4.1 Table 4. Repose Times at Selected Volcanic Centers Repose Number Time Repose Repose of wt% wt% Avg, Min, Max, Reposes SiO2 SiO2 t4.2 Volcano years years years in Record min max References Notes
Colima 80 48 138 3 56 61 Luhr and Carmichael Four cycles of activity ending with t4.3 [1980] ash flow eruptions since 1576 AD. Etna 4 0.1 100 70 47 50 Tanguy [1979], Wadge Constrained by historical records t4.4 [1977] from 1536 to 2001 AD. Fogo, Cape Verde 20 1 94 27 40 42 Doucelance et al. [2003], Constrained by historical records t4.5 Trusdell et al. [1995] from 1500 to 1995 AD. Fuego 100 10 150 60 49 55 Martin and Rose [1981] Constrained by historical records since 1500 AD; eruptions occur in t4.6 clusters of activity. Izu-Oshima 68 13 190 23 53 57 Koyama and Hayakawa Detailed syncaldera and [1996] postcaldera eruptive history from tephra and loess stratigraphy; t4.7 reposes since caldera formation. Katla 46 13 80 20 46 50 Larsen [2000] Last 11 centuries; constrained by t4.8 historical records. Kilauea 0.8 0.1 10 46 48 50 Klein [1982] Constrained by historical records t4.9 from 1918 to 1979 AD. Mauna Loa 5 0.1 20 34 48 50 Klein [1982] Constrained by historical records t4.10 from 1843 to 1984 AD. Mt Adams 150000 50000 320000 3 57 64 Hildreth and Fierstein Major cone building episodes t4.11 [1997], Hildreth and since 500 ka. Lanphere [1994] Mt St Helens 8600 5000 15000 6 63 67 Doukas [1990], From 40 ka to present, major t4.12 Mullineaux [1996] eruptive cycles only. t4.13 Ruapehu 30000 10000 60000 5 55 65 Gamble et al. [2003] Constrained by 40Ar/39Ar ages. Santorini 30000 17000 40000 12 58 71 Druitt et al. [1999] For major explosive volcanism since 360 ka. Both 40Ar/39Ar and K-Ar ages for older units, t4.14 radiocarbon ages for younger. Taupo 2000 20 6000 28 72 76 Sutton et al. [2000] Post-Oruanui eruptions from t4.15 26.5 ka to present. Toba 375000 340000 430000 3 68 77 Chesner and Rose [1991] Reposes between tuff-forming t4.16 eruptions since 0.8 Ma. Valles 335000 320000 350000 3 69 75 Doell et al. [1968], Reposes based on eruption of Heiken et al. [1990] Bandelier and pre-Bandelier tuff, and collapse of Toledo and Valles t4.17 calderas. Yatsugatake 32000 10000 85000 5 53 63 Kaneoka et al. [1980], Plinian eruptions since 0.2 Ma. Oishi and Suzuki [2004] Tephrochonology and radiocarbon t4.18 ages. Yellowstone 700000 600000 800000 3 75 79 Christiansen [2001] Considers major tuff-forming t4.19 eruptions.
455 a range of SiO2 compositions for sequences of at repose elsewhere. Closely observed volcanoes 466 456 least three eruptions. (e.g., Etna or Kilauea) have reposes reported on a 467 scale of days but on older or more silicic volcanoes 468 457 [19] The minimum, maximum, and mean repose (e.g., Santorini or St. Helens) have their eruptive 469 458 time for an eruption sequence is presented along periods divided into major eruptive units separated 470 459 with the minimum and maximum SiO2 content for by thousands of years. We have tried to determine 471 460 the corresponding suite of compositions erupted repose period as the length of time between erup- 472 461 from a ‘‘single’’ center. Repose time is determined tions of a characteristic size for that volcano. For 473 462 by the interval between the end of one eruption and example, at Santorini reposes between the Kameni 474 463 the start of the next. Measuring repose time is dome-forming eruptions are much shorter than the 475 464 somewhat subjective because what may count as a major ashfall eruptions [Druitt et al., 1999]. This 476 465 repose at one volcano may not be considered as a example also highlights the potential for bias 477
10 of 20 Geochemistry Geophysics 3 white et al.: eruption rates and magma budgets 10.1029/2005GC001002 Geosystems G
Figure 3. Repose interval between the end of one eruption and the start of the next, and range of SiO2 content of lavas for locations in Table 4. Error bars represent the high and low values of the data. The points represent the mean repose interval and the middle of the SiO2 range. The solid line represents the best fit to a least squares regression for 6 an exponential equation which yields trepose =10 * exp(X/2.78). The e-folding factor of 2.78 indicates that repose time increases by a factor of 3 for each 3 wt% increase in silica.
478 toward the Recent with shorter repose times for more evolved compositions require time for frac- 509 479 smaller eruptions that are not preserved in the long- tional crystallization and assimilation. Higher sil- 510 480 term geologic record. For these reasons, the repo- ica compositions also have greater melt viscosity, 511 481 ses between major eruptions are considers whereas requiring additional excess pressure to erupt 512 482 the ‘‘leaking’’ of minor volumes of lava between [Rubin, 1995] and, in that sense, are far less 513 483 major eruptions is not considered in this study. mobile. More viscous magmas are more likely 514 to suffer ‘‘thermal death’’ compared to less vis- 515 484 [20] The exponential relationship between SiO 2 cous magmas. A few studies have already pointed 516 485 content and repose time is mainly determined by out a positive correlation between eruptive vol- 517 486 basaltic shields and rhyolite calderas. For volca- ume and repose interval [Cary et al., 1995; Klein, 518 487 noes in the andesite-dacite range, the data jump 1982; Wadge, 1982]. The magma storage time, 519 488 from short repose intervals to longer repose at based on rock geochronometers from crystal ages 520 489 60% SiO (Figure 3). While composition is 2 and from crystal size distribution analysis (CSD), 521 490 unlikely to be the exclusive control on repose time, tends to increase exponentially as SiO2 and stored 522 491 more error is likely to emerge in the 60–70% SiO 2 magma volume increase [Hawkesworth et al., 523 492 range due to difficulties in dating the eruptions of 2004; Reid, 2003]. These observations are all 524 493 complex stratocones, the dominant constructional consistent with the idea that longer magma stor- 525 494 volcanic morphology for intermediate composi- age times allow time for that, in turn, results in 526 495 tions. Measuring the repose periods at stratocones longer repose periods associated with higher silica 527 496 and calderas requires high resolution stratigraphy content magmas. 528 497 and precise ages over several millennia to smooth 498 out the short-timescale volume/frequency relation- 499 ship [Wadge, 1982]. These data are very limited but 4. Discussion 530 500 are becoming more available recently with 501 improvements in geochronological methods 4.1. Upwelling and Magma Production 531 502 [Hildreth et al., 2003a]. If the maximum SiO2 in Rate Limits 532 503 the system controls the repose period then the fit [22] Factors that might influence volcanic rates and 533 504 parameter of the exponential equation improves 2 intrusive:extrusive ratios are local crustal thick- 534 505 slightly (R = 0.69 to 0.73). ness, tectonic setting (magnitude and orientation 535 506 [21] There are several reasons to expect repose of principal stresses), magma composition, and 536 507 time to increase as silica increases. Direct melting melt generation rate in the source region. For 170 537 508 of mantle produces basaltic compositions, and examples, long-term volcanic output rate varies 538 11 of 20 Geochemistry Geophysics 3 white et al.: eruption rates and magma budgets 10.1029/2005GC001002 Geosystems G
that, using the Qe values present here as data for 569 the Hardee [1982] model, virtually all of the 570 volcanic systems in Tables 1 and 2 meet the 571 requirements for conduit wall rock meltback and 572 magma chamber formation. 573
[24] It is perhaps surprising that given the large 574 differences in eruptive style and melt generation 575 mechanisms (e.g., isentropic decompression, trig- 576 gering by metasomatic introduction of volatiles or 577 mafic magma underplating) in different tectonic 578 settings an aggregate view of volcanic rates exhib- 579 its such a small range of variation, by and large. 580 The similarity of the rates leads us to speculate that 581 a magma upwelling rate limit is set within the 582 Figure 4. Cartoon of a simplified volcanic system 3 mantle at a value near 1 km /yr, with magma 583 representing storage, and the processes affecting the volume of magma available for eruption. At some depth generation being subject to greater variances based 584 below the volcano, a volume of magma is stored in a on the local composition of the mantle being 585 liquid/crystal mush magma chamber. Inputs to the melted. In this view, flood basalts represent sys- 586 system are by recharge, a function of the magma tems with low I:E ratios and form when a large 587 upwelling rate, and assimilation of host rock. Outputs fraction of mantle-generated magma reaches the 588 are by eruption or solidification of the magma by surface. The upper limit on magma generation may 589 cooling within the magma chamber. A closed volcanic be controlled by the subsolidus upwelling rate 590 system in this context is one that receives no input. within the upper mantle of 0.01–0.1 m/yr, and this 591 may explain the upper limit of magma generation 592 5 3 539 from 10 to 1 km /yr. Only flood basalts attain the due to isentropic decompression [Asimow, 2002; 593 1 3 540 highest Qe,above10 km /yr, while various Verhoogen, 1954]. 594 541 volcanoes with the lowest measured Qe,below 5 3 542 10 km /yr, seem to have very little in common 4.2. Openness of Magmatic Systems 596 543 (Figure 1). Tectonic setting, but not magma com- 544 position, affects volcanic rates. Continental crust [25] The volcanic output rate and repose periods 597 3 3 545 reduces the average Qe to 4.4 10 km /yr from between eruptions gives us some basic constraints 598 2 546 2.8 10 for oceanic crust. on the behavior of magma systems as open or 599 closed systems. We have noted the empirical cor- 600 547 [23] The output rates all show a strong skewness relation of repose period and magma silica content. 601 548 with long tails toward low Q values suggesting e That is, a repose interval can be roughly predicted 602 549 that an upper limit may exist (Figure 2). Further- on the basis of either mean or maximum SiO2 wt% 603 550 more, although there is essentially no lower limit to of the eruptive composition. What constraints can 604 551 volcanic rates in that magma supplied from depth be put on storage time in volcanic systems from 605 552 may intrude but never erupt, or dribble out slowly, purely thermodynamic considerations? 606 553 this is not usually the case. Most volcanoes have a 3 3 554 Qe above 1 10 km /yr. This result was also [26] A volcanic system can be crudely modeled as 607 555 found empirically by Smith [1979] and Crisp a magma storage zone in the crust and a volcanic 608 556 [1984]. Hardee [1982] derives a simple analytic pile at the surface (Figure 4). Four processes affect 609 3 557 solution showing that this critical Qe of 10 the volume of magma in the storage reservoir or 610 3 558 km /yr represents a ‘‘thermal threshold’’ where magma chamber: eruption (Qe) and solidification 611 559 magmatic heat from the intrusion tends to keep a (Qs) remove magma from the system, while re- 612 560 conduit open and begin formation of a magma charge (QR) and crustal assimilation (QA)add613 561 chamber. We infer that long-term volcanism is magma to the system. When a volcano acts as a 614 562 unlikely to occur without an open magma conduit closed system (one that receives no input of mass 615 563 to supply and focused melt delivery. This threshold or heat via advected hot magma) all of the magma 616 564 value is dependent on intrusive rate, not volcanic erupted remains molten for the duration of volcanic 617 565 output rate. The I:E ratios found are somewhat activity under consideration. In such a system, 618 566 lower than the often cited 10:1 ratio, and suggest crystallization can occur due to the loss of heat 619 567 that an I:E ratio of 5:1 may be regarded as a or volatiles from the magma body to its colder 620 568 better average value. Nevertheless, this suggests surroundings but the extent of crystallization must 621
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622 be insufficient to preclude eruption. One way to [28] If we consider that volcanoes act as closed 668 623 approach this problem is to assume that volcanoes systems only between two successive eruptions, 669 624 act as closed systems during repose periods be- the solution to the 1-D Stefan Problem described 670 625 tween eruptions and treat each eruption as the above allows us to examine the thermal viability of 671 626 result an isolated batch of magma supplied by the volcanic system given the repose period and the 672 627 recharge in a single event and stored until eruption. volume of magma involved (Figure 5). A closed 673 system, in this context, means that one batch of 674 628 [27] Simple heat transfer considerations based on magma is intruded at some time and stored until 675 629 Stefan cooling of magma permit a first-order test of the eruption. Thus a maximum ‘‘storage time’’ for 676 630 the hypothesis that a volcanic system is a closed a batch of magma in the shallow plumbing system 677 631 system. If we know the eruption rate (Tables 1 and of a volcano can be estimated (Figure 6). The 678 632 2), and assume a closed system with respect to solidification time is determined as the time for a 679 633 mass and heat recharge, the magma in storage will volume of magma to completely solidify as calcu- 680 634 solidify at a rate specified by Stefan cooling. Using lated from equation (1). The volume of magma is 681 635 data for volcanic output rate of individual eruptions assumed to be five times the DRE volume of the 682 636 and repose time between eruptions gathered for eruption following the repose period based on 683 637 several volcanic centers at a wide range of eruptive the average I:E ratio from the data in Table 3. 684 638 compositions, a simple 1-D Stefan cooling model The assumption of complete solidification puts an 685 639 [Carslaw and Jaeger, 1959] can be applied to upper limit on the time necessary to cool the 686 640 estimate solidification times t (years) in a spherical 3 magma enough to prevent eruption. 687 641 magma volume of V (km ) [29] Only a handful of volcanoes have been studied 688 pffiffiffiffi 2 3 V well enough to be able to estimate both volume and 689 t ¼ pffiffiffi ; ð1Þ 2l k timing of eruptions over many eruptive cycles. The 690 long, detailed records of eruptions at Mauna Loa 691 643 where k is the thermal diffusivity, l is the solution [Klein, 1982] and Etna [Tanguy, 1979; Wadge, 692 644 to the transcendental equation 1977] are used as examples of basaltic volcanoes, 693 and the regular eruptive pattern at Izu-Oshima for 694 rffiffiffiffiffiffiffiffiffiffiffi 3 p 2 the past 10 years [Koyama and Hayakawa, 1996; 695 L ¼ l 1erfcle l ; ð2Þ cpDT Nakamura, 1964] makes the volumes of individual 696 eruptions more clear. Toba [Chesner and Rose, 697 1 646 where L is the latent heat of fusion (J kg ), cp is 1991] and Yellowstone [Christiansen, 2001] are 698 1 1 647 the isobaric specific heat capacity (J kg K ), two calderas with a high quality record of multiple 699 648 and DT is the temperature difference between the major eruptions. A few other examples from vol- 700 649 ambient external temperature and the liquidus of canoes with shorter, but still well-documented, 701 650 the melt phase. The thermal diffusivity is calcu- records are also used with data from sources cited 702 651 lated as in Table 2. 703