Geochemical characteristics and genesis of the elements in ferromanganese nodules from the Northwest Pacific

Jingjing Gao Jihua Liu Shijuan Yan Lianhua He Xiangwen Ren Quanshu Yan

Jingjing Gao, Jihua Liu, Shijuan Yan, Lianhua He, Xiangwen Ren, Quanshu Yan. Geochemical characteristics and genesis of the elements in ferromanganese nodules from the Northwest Pacific[J]. Acta Oceanologica Sinica. doi: 10.1007/s13131-020-0000-9
Citation: Jingjing Gao, Jihua Liu, Shijuan Yan, Lianhua He, Xiangwen Ren, Quanshu Yan. Geochemical characteristics and genesis of the elements in ferromanganese nodules from the Northwest Pacific[J]. Acta Oceanologica Sinica. doi: 10.1007/s13131-020-0000-9

doi: 10.1007/s13131-020-0000-9

Geochemical characteristics and genesis of the elements in ferromanganese nodules from the Northwest Pacific

Funds: Financially supported by Laoshan Laboratory under contract Nos. LSKJ202203602 and LSKJ202204103; the China Ocean Mineral Resource Research and Development Association Research Program under contract No. DY135-C1-1-04; Taishan Scholarship from Shandong Province.
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  • Figure  1.  Location of ferromanganese nodule samples.

    Figure  2.  Photograph of the ferromanganese nodule samples.

    Figure  3.  X-ray diffraction patterns of ferromanganese nodules V-Vernadite, T-todorokite, B-birnessite, Q-quartz, and Pl-plagioclase.

    Figure  4.  Element enrichment coefficients of ferromanganese nodules and other samples: Nodule data sources: CCZ, Peru Basin and Central Indian Ocean Basin (Hein et al., 2013), Cook Islands EEZ (Hein et al., 2015), South China Sea (Yin et al., 2019), Philippine Sea (Zhou et al., 2022), oceanic crust and continental crust (Li, 1984), Earth’s crust (Li, 1976).

    Figure  5.  Ternary diagram of ferromanganese nodules: a. Fe-(Co+Cu+Ni)×10-Mn; b. (Cu+Ni)×15-(Zr+Y+Ce)×100- (Fe+Mn)/4. Nodule data sources: CCZ (Reykhard and Shulga, 2019), Peru Basin (Hein et al., 2013), Central Indian Ocean Basin (Sensarma et al., 2021), Cook Islands EEZ (Hein et al., 2015), South China Sea (Zhong et al., 2017a), Philippine Sea (Zhou et al., 2022), non-phosphatized and phosphatized crusts (Gao et al., 2022).

    Figure  6.  Elemental correlation diagram of ferromanganese nodules: a. δCe vs Nd, b. δCe vs YN/HoN. δCe=2CeN/(LaN+PrN), LaN, CeN, PrN, YN and HoN are normalized to the NASC. NASC data are from Wang et al. (1989). Nodule data sources: CCZ (Reykhard and Shulga, 2019), Peru Basin (Hein et al., 2013), Central Indian Ocean Basin (Sensarma et al., 2021), Cook Islands EEZ (Hein et al., 2015), South China Sea (Zhong et al., 2017a), Philippine Sea (Zhou et al., 2022), non-phosphatized and phosphatized crusts (Gao et al., 2022).

    Figure  7.  NASC-normalized REE distribution patterns of ferromanganese nodules: REE data of seawater are multiplied by 106. NASC and seawater data are from Wang et al. (1989), and the phosphate rock data are from this study. Nodule data sources: CCZ, Peru Basin and Central Indian Ocean Basin (Hein et al., 2013), Cook Islands EEZ (Hein et al., 2015), South China Sea (Yin et al., 2019), Philippine Sea (Zhou et al., 2022), non-phosphatized crusts (Gao et al., 2023), phosphatized crusts (Gao et al., 2022),

    Figure  8.  Cluster combination diagram of the elements in ferromanganese nodules.

    Figure  9.  Elemental occurrence phases of ferromanganese nodules.

    Figure  10.  REE patterns in the four occurrence phases of the ferromanganese nodules

    Table  1.   Description of ferromanganese nodule samples

    StationLongitude/°ELatitude/°NNumberTypeDiameter/cmWater depth/mSampling
    B01153.69528217.807557B01MMiddle spherical nodules3×35694boxing
    B01SSmall spherical nodules2×25694boxing
    B03155.46437317.640543B03MMiddle conjunctive nodules4×35698boxing
    B03SSmall conjunctive nodules3×25698boxing
    B04159.09302616.549205B04MMiddle conjunctive nodules4×35790boxing
    B04SSmall conjunctive nodules3×25790boxing
    B06161.70290420.310552B06MMiddle conjunctive nodules4×35140boxing
    B06SSmall conjunctive nodules3×25140boxing
    T01155.49247717.656095T01MMiddle conjunctive nodules4×35689dredging
    T01SSmall conjunctive nodules3×25689dredging
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    Table  2.   Major and trace element contents of ferromanganese nodules

    Element Unit Spherical nodules Conjunctive nodules
    B01M B01S Average B06M B06S B03M B03S T01M T01S B04M B04S Average
    Mn % 16.55 17.36 16.96 20.99 20.44 21.26 23.22 21.99 23.19 18.79 24.94 21.85
    Fe % 17.40 16.78 17.09 15.37 15.14 13.49 12.35 14.19 13.01 12.29 12.19 13.50
    Al % 2.91 3.37 3.14 2.45 2.58 2.68 2.64 2.83 2.96 3.67 2.86 2.83
    Ca % 1.58 1.60 1.59 1.74 1.79 1.68 1.56 1.70 1.67 2.07 1.62 1.73
    K % 0.66 0.67 0.66 0.74 0.75 0.67 0.69 0.72 0.73 0.81 0.78 0.74
    Mg % 1.24 1.41 1.32 1.55 1.45 1.62 1.81 1.74 1.91 1.48 1.89 1.68
    Na % 1.50 1.55 1.53 1.70 1.73 1.69 1.69 1.81 1.84 2.12 1.83 1.80
    P % 0.28 0.29 0.28 0.28 0.27 0.26 0.22 0.26 0.24 0.22 0.22 0.25
    Ti % 1.38 1.33 1.35 1.05 1.08 0.87 0.73 0.87 0.75 0.71 0.64 0.84
    Co % 0.37 0.35 0.36 0.42 0.41 0.32 0.28 0.33 0.29 0.24 0.26 0.32
    Cu % 0.23 0.30 0.27 0.32 0.30 0.47 0.59 0.55 0.59 0.53 0.73 0.51
    Ni % 0.33 0.38 0.36 0.62 0.55 0.68 0.84 0.71 0.83 0.58 0.86 0.71
    Ba % 0.12 0.12 0.12 0.14 0.14 0.12 0.11 0.12 0.12 0.10 0.10 0.12
    Sr % 0.09 0.09 0.09 0.10 0.10 0.08 0.07 0.09 0.08 0.08 0.07 0.08
    Pb % 0.12 0.11 0.11 0.10 0.10 0.10 0.10 0.09 0.09 0.09 0.08 0.10
    V µg/g 498 458 478 529 530 473 456 494 480 432 474 483
    Zn µg/g 505 553 529 654 599 697 844 697 820 624 905 730
    Zr µg/g 681 657 669 639 637 524 463 508 473 465 420 516
    Mn/Fe - 0.95 1.03 0.99 1.37 1.35 1.58 1.88 1.55 1.78 1.53 2.05 1.63
    Ca/P - 5.68 5.60 5.64 6.13 6.59 6.42 7.00 6.50 6.84 9.59 7.23 7.04
    La µg/g 201 170 186 203 193 179 156 156 140 139 143 164
    Ce µg/g 1216 1017 1117 1154 1150 877 713 779 648 656 597 822
    Pr µg/g 44.0 40.6 42.3 48.8 48.5 42.5 36.2 39.9 36.8 32.9 34.2 40.0
    Nd µg/g 182 160 171 191 188 165 143 161 144 130 137 158
    Sm µg/g 39.5 34.3 36.9 41.8 40.0 35.7 31.9 34.6 31.3 29.8 31.7 34.6
    Eu µg/g 9.44 8.22 8.83 9.62 9.35 8.78 7.85 8.28 7.42 7.29 7.62 8.28
    Gd µg/g 44.1 38.8 41.4 43.1 42.4 40.2 35.3 37.3 33.2 33.1 34.8 37.4
    Tb µg/g 6.82 5.95 6.38 6.65 6.46 6.22 5.57 5.84 5.33 5.24 5.55 5.86
    Dy µg/g 42.7 36.7 40.0 39.0 38.1 38.4 33.9 34.9 31.6 32.3 34.0 35.3
    Ho µg/g 8.26 7.27 7.77 7.40 7.25 7.37 6.43 6.74 6.22 6.30 6.67 6.80
    Er µg/g 23.3 21.3 22.3 21.2 21.2 20.9 18.5 19.5 17.7 17.7 18.9 19.4
    Tm µg/g 3.45 3.06 3.25 3.01 2.92 3.06 2.68 2.81 2.50 2.52 2.78 2.79
    Yb µg/g 24.0 21.2 22.6 21.1 19.9 20.9 18.2 19.5 17.3 17.4 19.2 19.2
    Lu µg/g 3.53 3.26 3.40 3.16 3.02 3.17 2.73 2.88 2.58 2.64 2.84 2.88
    Y µg/g 141 147 144 142 137 126 109 135 122 105 116 124
    REEs µg/g 1990 1716 1853 1935 1907 1575 1320 1444 1246 1218 1192 1480
    LREE µg/g 1693 1431 1562 1648 1629 1308 1088 1179 1007 995 950 1226
    HREE µg/g 297 285 291 287 278 266 232 265 239 223 241 254
    LREE/HREE 5.69 5.03 5.36 5.75 5.86 4.91 4.69 4.45 4.22 4.47 3.94 4.78
    Y/Ho 17.1 20.2 18.7 19.2 18.9 17.1 16.9 20.1 19.7 16.8 17.4 18.3
    δCe 2.81 2.67 2.74 2.53 2.59 2.19 2.06 2.15 1.97 2.11 1.86 2.18
    δEu 0.99 0.98 0.99 0.99 0.99 1.01 1.02 1.01 1.01 1.01 1.00 1.01
    δY 0.68 0.82 0.75 0.76 0.75 0.68 0.67 0.80 0.79 0.67 0.70 0.73
    Note: LREEs=La+Ce+Pr+Nd+Sm+Eu, HREEs=Gd+Tb+Dy+Ho+Er+Tm+Yb+Lu+Y, δCe=2CeN/(LaN+PrN), δEu=2EuN/(SmN+GdN), δY=2YN/(DyN+HoN), and LaN, CeN, PrN, SmN, EuN, GdN, YN, DyN and HoN are normalized to North American shale (NASC). NASC data are from Wang et al. (1989).
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    Table  3.   Elemental correlation coefficient matrix of ferromanganese nodules

    Element Mn Fe Ca P Al Na K Mg Ti Co Cu Ni Ba Sr Pb V Zn Zr REEs
    Mn 1
    Fe –0.763* 1
    Ca –0.186 –0.296 1
    P –0.632* 0.930** –0.249 1
    Al –0.448 –0.064 0.467 –0.200 1
    Na 0.350 –0.755* 0.797** –0.708* 0.423 1
    K 0.344 –0.567 0.734* –0.562 0.261 0.866** 1
    Mg 0.947** –0.782** –0.202 –0.663* –0.236 0.390 0.276 1
    Ti –0.813** 0.989** –0.286 0.904** –0.009 –0.767** –0.599 –0.827** 1
    Co –0.393 0.789** –0.187 0.872** –0.539 –0.624 –0.357 –0.546 0.747* 1
    Cu 0.826** –0.908** 0.025 –0.874** 0.082 0.611 0.453 0.891** –0.927** –0.827** 1
    Ni 0.971** –0.867** –0.081 –0.745* –0.319 0.470 0.364 0.966** –0.903** –0.538 0.888** 1
    Ba –0.235 0.670* –0.141 0.791** –0.585 –0.498 –0.247 –0.377 0.611 0.965** –0.709* –0.378 1
    Sr –0.362 0.643* 0.127 0.770** –0.417 –0.332 –0.083 –0.516 0.600 0.936** –0.760* –0.484 0.950** 1
    Pb –0.768** 0.791** –0.315 0.717* –0.081 –0.775** –0.778** –0.777** 0.848** 0.580 –0.838** –0.780** 0.396 0.395 1
    V 0.021 0.484 –0.175 0.581 –0.745* –0.391 –0.082 –0.186 0.397 0.858** –0.484 –0.151 0.917** 0.827** 0.161 1
    Zn 0.954** –0.820** –0.234 –0.756* –0.262 0.357 0.302 0.960** –0.845** –0.594 0.905** 0.964** –0.466 –0.599 –0.750* –0.228 1
    Zr –0.757* 0.959** –0.163 0.927** –0.155 –0.700* –0.484 –0.828** 0.961** 0.878** –0.979** –0.857** 0.765** 0.779** 0.807** 0.563 –0.846** 1
    REEs –0.622 0.886** –0.179 0.886** –0.382 –0.701* –0.459 –0.765** 0.876** 0.939** –0.939** –0.742* 0.833** 0.830** 0.768** 0.709* –0.759* 0.960** 1
    Note: Elemental correlation coefficient is simple pearson (n=10). ** marked P=99%, * marked P=95%.
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    Table  4.   Principal component analysis of ferromanganese nodules

    Element Main factor
    F1 F2 F3
    Mn –0.995 0.0570 0.0170
    Ni –0.984 –0.102 0.0800
    Zn –0.967 –0.206 0.0530
    Mg –0.958 –0.150 0.0200
    Cu –0.850 –0.474 0.173
    Ti 0.835 0.339 –0.398
    Zr 0.790 0.541 –0.265
    Fe 0.788 0.418 –0.381
    Pb 0.762 0.138 –0.539
    P 0.674 0.570 –0.338
    V 0.0270 0.974 0.0750
    Ba 0.287 0.935 –0.118
    Sr 0.423 0.881 0.116
    Co 0.444 0.867 –0.211
    Al 0.424 –0.746 0.393
    REEs 0.658 0.682 –0.270
    Ca 0.192 0.0870 0.950
    K –0.322 0.0290 0.895
    Na –0.362 –0.323 0.865
    Eigenvalue 8.86 5.71 3.57
    Variance/% 46.6 30.1 18.8
    Accumulative
    variance/%
    46.6 76.7 95.5
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    Table  5.   Results of elemental occurrence phases in ferromanganese nodules

    Number Phase Mn
    %
    Fe
    %
    Al
    %
    Ca
    %
    K
    %
    Mg
    %
    Na
    %
    P
    %
    Ti
    %
    Co
    %
    Cu
    µg/g
    Ni
    µg/g
    Ba
    µg/g
    Sr
    µg/g
    Pb
    µg/g
    V
    µg/g
    Zn
    µg/g
    Zr
    µg/g
    REEs
    µg/g
    B01M Carbonate phase 0.002 0.01 0.14 1.41 0.22 1.02 1.62 0.002 0.0002 0.0001 75.48 41.76 7.61 411 0.06 0.0001 32.68 0.16 12.77
    Mn-Oxide phase 16.41 0.45 0.001 0.41 0.22 0.58 0.05 0.0001 0.001 0.29 255 2386 590 354 0.96 115 124 0.0001 290
    Fe-Oxide phase 0.61 15.44 2.58 0.03 0.01 0.10 0.001 0.59 1.83 0.06 2089 1014 510 8.20 1155 358 335 657 1413
    Residual phase 0.03 2.21 2.82 0.35 0.32 0.40 0.32 0.06 0.33 0.002 101 49.27 154 46.36 30.94 37.67 29.37 49.75 270
    B01S Carbonate phase 0.01 0.01 0.24 1.45 0.23 1.13 1.65 0.002 0.0003 0.0001 141 86.15 8.19 463 0.03 0.14 51.64 0.11 15.36
    Mn-Oxide phase 16.92 0.52 0.002 0.31 0.19 0.64 0.05 0.0001 0.001 0.28 532 2827 558 282 1.19 98.05 155 0.0001 236
    Fe-Oxide phase 0.61 14.23 3.00 0.09 0.05 0.11 0.04 0.57 1.70 0.06 2224 814 443 30.48 855 311 305 533 1251
    Residual phase 0.05 3.10 2.79 0.30 0.31 0.37 0.33 0.08 0.45 0.002 168 34.17 240 41.60 75.06 46.37 42.35 64.95 116
    B06M Carbonate phase 0.002 0.004 0.09 1.40 0.23 1.16 1.65 0.001 0.0002 0.0001 106 75.91 9.50 465 0.02 0.08 51.37 0.0001 14.57
    Mn-Oxide phase 18.64 0.62 0.0001 0.38 0.13 0.65 0.02 0.0001 0.0004 0.32 691 4480 828 292 1.71 122 223 0.0001 301
    Fe-Oxide phase 0.61 12.51 1.60 0.01 0.02 0.06 0.01 0.54 1.32 0.04 2058 854 358 8.45 1105 323 283 503 1170
    Residual phase 0.02 1.49 1.69 0.16 0.28 0.21 0.29 0.03 0.21 0.001 75.37 23.29 85.62 21.66 41.10 26.10 25.56 34.32 168
    B06S Carbonate phase 0.002 0.01 0.10 1.46 0.22 1.16 1.65 0.001 0.0003 0.0001 117 93.89 8.52 481 0.02 0.0001 54.56 0.0001 15.42
    Mn-Oxide phase 18.94 0.59 0.001 0.38 0.15 0.59 0.03 0.0001 0.0004 0.33 609 4071 821 318 4.52 119 198 0.0001 314
    Fe-Oxide phase 0.66 13.23 1.60 0.02 0.02 0.05 0.01 0.55 1.46 0.05 2140 925 417 9.95 1142 356 289 547 1216
    Residual phase 0.02 1.57 2.15 0.24 0.32 0.26 0.37 0.03 0.22 0.001 77.49 21.49 101 32.20 37.68 25.80 25.80 35.65 222
    B03M Carbonate phase 0.003 0.01 0.12 1.41 0.17 1.12 1.65 0.002 0.0002 0.0001 139 79.6 4.97 399 0.06 0.0001 51.83 0.23 15.01
    Mn-Oxide phase 20.52 0.52 0.0005 0.43 0.20 1.03 0.03 0.0002 0.001 0.25 1328 5221 745 296 1.36 127 243 0.0001 226
    Fe-Oxide phase 0.72 13.14 2.21 0.01 0.0001 0.08 0.001 0.60 1.30 0.05 3471 1283 375 10.49 1187 339 374 522 1123
    Residual phase 0.01 1.29 2.47 0.30 0.34 0.33 0.34 0.02 0.15 0.001 74.96 27.19 102 35.21 16.87 21.38 22.69 25.17 47.96
    B03S Carbonate phase 0.004 0.005 0.13 1.30 0.14 1.15 1.77 0.002 0.0002 0.0001 132 78.79 3.24 357 0.06 0.0001 52.87 0.19 14.20
    Mn-Oxide phase 22.25 0.46 0.0003 0.44 0.24 1.26 0.03 0.002 0.001 0.22 2069 6242 717 278 0.99 120 292 0.0001 172
    Fe-Oxide phase 0.64 11.69 2.24 0.01 0.0001 0.09 0.002 0.50 1.03 0.05 3818 1636 323 8.58 1036 324 453 448 983
    Residual phase 0.01 1.37 2.45 0.23 0.37 0.36 0.29 0.02 0.16 0.001 83.01 46.38 83.08 27.53 16.04 23.44 25.82 27.85 29.04
    T01M Carbonate phase 0.004 0.01 0.15 1.43 0.22 1.22 1.83 0.002 0.0003 0.0001 226 97.90 7.43 446 0.02 0.0001 69.05 0.0001 16.67
    Mn-Oxide phase 20.38 0.64 0.001 0.35 0.17 0.89 0.03 0.002 0.0004 0.26 1782 5316 655 252 1.25 118 247 0.0001 223
    Fe-Oxide phase 0.59 12.21 2.14 0.02 0.02 0.07 0.01 0.53 1.17 0.03 3122 1004 418 10.03 895 316 308 427 1062
    Residual phase 0.01 1.26 2.00 0.25 0.28 0.26 0.29 0.02 0.16 0.001 87.54 35.72 88.19 27.61 13.05 19.63 22.23 23.30 27.09
    T01S Carbonate phase 0.004 0.004 0.13 1.25 0.18 1.19 1.80 0.002 0.0002 0.0001 155 80.28 4.91 375 0.01 0.0001 55.15 0.04 13.18
    Mn-Oxide phase 20.71 0.61 0.0004 0.37 0.18 1.08 0.02 0.003 0.0004 0.22 2180 6139 702 239 1.49 124 303 0.0001 198
    Fe-Oxide phase 0.55 10.55 2.13 0.02 0.01 0.07 0.01 0.48 0.94 0.03 2997 1054 315 8.15 807 281 345 383 871
    Residual phase 0.01 1.27 2.26 0.25 0.32 0.31 0.30 0.02 0.16 0.001 96.06 57.14 69.34 28.25 12.31 20.66 24.72 24.48 25.06
    B04M Carbonate phase 0.01 0.004 0.13 1.18 0.16 0.96 1.67 0.002 0.0002 0.0001 198 88.95 3.45 335 0.03 0.0001 61.14 0.17 14.87
    Mn-Oxide phase 17.68 0.71 0.001 0.31 0.23 0.86 0.04 0.001 0.0005 0.20 1844 4634 434 221 1.72 130 253 0.04 231
    Fe-Oxide phase 0.58 10.44 1.87 0.02 0.01 0.07 0.001 0.45 0.94 0.03 3151 818 408 10.27 884 270 256 421 829
    Residual phase 0.02 1.96 3.58 1.16 0.49 0.41 0.96 0.04 0.21 0.002 178 63.38 184 127 24.64 30.16 32.76 45.93 26.61
    B04S Carbonate phase 0.005 0.01 0.16 1.36 0.14 1.11 1.78 0.002 0.0002 0.0001 172 96.28 2.46 337 0.05 0.0001 63.00 0.18 16.32
    Mn-Oxide phase 23.31 0.51 0.0002 0.41 0.31 1.31 0.04 0.003 0.001 0.20 2962 6258 479 261 0.90 124 317 0.0001 145
    Fe-Oxide phase 0.58 10.96 2.36 0.02 0.01 0.09 0.001 0.48 0.85 0.05 4245 1609 489 9.19 929 320 454 396 853
    Residual phase 0.01 1.51 2.54 0.20 0.38 0.38 0.28 0.02 0.18 0.002 127 105 119 27.17 18.70 25.82 30.45 32.46 26.31
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