cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48668/mu3mfc/pmht1q
title: China_1957_1957_3_1957_Issue-12_10_page_0_extracted_2_high_conf0.754_1879.png

description: :unav
DOI: 10.48668/mu3mfc/cdysa7
title: China_1957_1957_3_1957_Issue-3_47_page_0_extracted_3_high_conf0.710_1771.png

description: :unav
DOI: 10.48668/mu3mfc/l1szoo
title: China_1957_1957_2_1957_Issue-4_35_page_0_extracted_2_premium_conf0.911_1114.png

description: :unav
DOI: 10.48668/mu3mfc/ejsn8o
title: China_1957_1957_3_1957_Issue-11_7_page_0_extracted_1_ultra_premium_conf0.989_1827.png

description: :unav
DOI: 10.48668/mu3mfc/tuts4z
title: China_1957_1957_3_1957_Issue-1_35_page_0_extracted_1_ultra_premium_conf0.998_1606.png

description: :unav
DOI: 10.48668/mu3mfc/dz5oom
title: China_1957_1957_2_1957_Issue-5_19_page_0_extracted_2_high_conf0.719_1184.png

description: :unav
DOI: 10.48668/mu3mfc/urjxza
title: China_1957_1957_2_1957_Issue-9_20_page_0_extracted_1_premium_conf0.970_1520.png

description: :unav
DOI: 10.48668/mu3mfc/wllkbj
title: China_1957_1957_1_1957_Issue-10_46_page_0_extracted_1_excellent_conf0.833_1018.png

description: :unav
DOI: 10.48668/mu3mfc/xrkhul
title: China_1957_1957_2_1957_Issue-9_7_page_0_extracted_1_ultra_premium_conf0.989_1500.png

description: :unav
DOI: 10.48668/mu3mfc/yq2r4f
title: China_1957_1957_3_1957_Issue-12_45_page_0_extracted_1_premium_conf0.966_1932.png

description: :unav
DOI: 10.48668/mu3mfc/nnmwub
title: China_1957_1957_3_1957_Issue-3_10_page_0_extracted_1_high_conf0.722_1712.png

description: :unav
DOI: 10.48668/mu3mfc/0q7iep
title: China_1957_1957_3_1957_Issue-2_10_page_0_extracted_1_premium_conf0.956_1647.png

description: :unav
DOI: 10.48668/mu3mfc/jqy0rs
title: China_1957_1957_3_1957_Issue-2_41_page_0_extracted_3_good_conf0.598_1678.png

description: :unav
DOI: 10.48668/mu3mfc/ohejz6
title: China_1957_1957_3_1957_Issue-4_14_page_0_extracted_2_medium_conf0.444_1792.png

description: :unav
DOI: 10.48668/mu3mfc/7queiy
title: China_1957_1957_2_1957_Issue-8_17_page_0_extracted_2_high_conf0.710_1444.png

description: :unav
DOI: 10.48668/mu3mfc/wditey
title: China_1957_1957_3_1957_Issue-1_47_page_0_extracted_4_low_conf0.278_1630.png

description: :unav
DOI: 10.48668/mu3mfc/epi6ga
title: China_1957_1957_1_1957_Issue-10_5_page_0_extracted_1_high_conf0.786_964.png

description: :unav
DOI: 10.48668/mu3mfc/qndw5p
title: China_1957_1957_2_1957_Issue-4_47_page_0_extracted_3_premium_conf0.967_1149.png

description: :unav
DOI: 10.48668/mu3mfc/6trxgf
title: China_1957_1957_2_1957_Issue-9_12_page_0_extracted_1_ultra_premium_conf0.999_1510.png

description: :unav
DOI: 10.48668/mu3mfc/jinpmt
title: China_1957_1957_1_1957_Issue-11_27_page_0_extracted_3_low_conf0.250_1068.png

description: :unav
DOI: 10.48668/mu3mfc/pwxbxo
title: China_1957_1957_1_1957_Issue-11_30_page_0_extracted_1_ultra_premium_conf0.989_1074.png

description: :unav
DOI: 10.48668/mu3mfc/3dgnha
title: China_1957_1957_2_1957_Issue-6_12_page_0_extracted_1_premium_conf0.978_1256.png

description: :unav
DOI: 10.48668/mu3mfc/tx1uht
title: China_1957_1957_2_1957_Issue-5_31_page_0_extracted_1_excellent_conf0.864_1191.png

description: :unav
DOI: 10.48668/mu3mfc/mw42ww
title: China_1957_1957_3_1957_Issue-11_45_page_0_extracted_4_low_conf0.275_1862.png

description: :unav
DOI: 10.48668/mu3mfc/zwdin4
title: China_1957_1957_1_1957_Issue-11_25_page_0_extracted_2_low_conf0.348_1062.png

description: :unav
DOI: 10.48668/mu3mfc/w1qvcf
title: China_1957_1957_2_1957_Issue-7_38_page_0_extracted_2_premium_conf0.945_1392.png

description: :unav
DOI: 10.48668/mu3mfc/pxvdxj
title: China_1957_1957_1_1957_Issue-10_37_page_0_extracted_1_ultra_premium_conf0.997_1008.png

description: :unav
DOI: 10.48668/mu3mfc/gmg1kn
title: China_1957_1957_3_1957_Issue-4_2_page_0_extracted_1_excellent_conf0.841_1779.png

description: :unav
DOI: 10.48668/mu3mfc/uehkfy
title: China_1957_1957_1_1957_Issue-10_48_page_0_extracted_1_high_conf0.777_1037.png

description: :unav
DOI: 10.48668/mu3mfc/khykvd
title: China_1957_1957_2_1957_Issue-6_29_page_0_extracted_2_good_conf0.546_1295.png

description: :unav
DOI: 10.48668/mu3mfc/ittbz0
title: China_1957_1957_2_1957_Issue-4_9_page_0_extracted_1_ultra_premium_conf0.982_1101.png

description: :unav
DOI: 10.48668/mu3mfc/lanv1v
title: China_1957_1957_2_1957_Issue-4_45_page_0_extracted_1_premium_conf0.925_1138.png

description: :unav
DOI: 10.48668/mu3mfc/yhvwrz
title: China_1957_1957_3_1957_Issue-11_32_page_0_extracted_1_ultra_premium_conf1.000_1837.png

description: :unav
DOI: 10.48668/mu3mfc/lpfdx8
title: China_1957_1957_3_1957_Issue-11_5_page_0_extracted_1_ultra_premium_conf0.991_1822.png

description: :unav
DOI: 10.48668/mu3mfc/6khnwr
title: China_1957_1957_3_1957_Issue-12_10_page_0_extracted_1_ultra_premium_conf0.996_1881.png

description: :unav
DOI: 10.48668/mu3mfc/kkg4su
title: China_1957_1957_3_1957_Issue-1_2_page_0_extracted_1_excellent_conf0.831_1569.png

description: :unav
DOI: 10.48668/mu3mfc/b5sjj1
title: China_1957_1957_2_1957_Issue-8_23_page_0_extracted_1_ultra_premium_conf0.999_1451.png

description: :unav
DOI: 10.48668/mu3mfc/kgub6l
title: China_1957_1957_2_1957_Issue-9_23_page_0_extracted_2_low_conf0.307_1525.png

description: :unav
DOI: 10.48668/mu3mfc/pmwpmr
title: China_1957_1957_2_1957_Issue-9_16_page_0_extracted_1_premium_conf0.901_1516.png

description: :unav
DOI: 10.48668/mu3mfc/xypss9
title: China_1957_1957_3_1957_Issue-2_9_page_0_extracted_1_ultra_premium_conf0.991_1646.png

description: :unav
DOI: 10.48668/mu3mfc/31dyde
title: China_1957_1957_2_1957_Issue-9_36_page_0_extracted_1_premium_conf0.950_1535.png

description: :unav
DOI: 10.48668/mu3mfc/j4dhzv
title: China_1957_1957_2_1957_Issue-5_9_page_0_extracted_1_high_conf0.666_1168.png

description: :unav
DOI: 10.48668/mu3mfc/atz5ye
title: China_1957_1957_3_1957_Issue-3_3_page_0_extracted_1_ultra_premium_conf0.993_1705.png

description: :unav
DOI: 10.48668/mu3mfc/08nj7r
title: China_1957_1957_1_1957_Issue-10_43_page_0_extracted_1_premium_conf0.976_1016.png

description: :unav
DOI: 10.48668/mu3mfc/4qzho8
title: China_1957_1957_3_1957_Issue-1_1_page_0_extracted_1_premium_conf0.915_1567.png

description: :unav
DOI: 10.48668/mu3mfc/83kzhc
title: China_1957_1957_2_1957_Issue-6_20_page_0_extracted_1_ultra_premium_conf0.987_1285.png

description: :unav
DOI: 10.48668/mu3mfc/uspjxg
title: China_1957_1957_2_1957_Issue-9_12_page_0_extracted_2_excellent_conf0.866_1508.png

description: :unav
DOI: 10.48668/mu3mfc/1bpsrq
title: China_1957_1957_2_1957_Issue-6_12_page_0_extracted_3_good_conf0.502_1262.png

description: :unav
DOI: 10.48668/mu3mfc/pfrydr
title: China_1957_1957_3_1957_Issue-2_47_page_0_extracted_5_low_conf0.260_1698.png

description: :unav
DOI: 10.48668/mu3mfc/zooziq
title: China_1957_1957_2_1957_Issue-5_4_page_0_extracted_1_premium_conf0.972_1164.png

description: :unav
DOI: 10.48668/mu3mfc/3lohem
title: China_1957_1957_2_1957_Issue-6_27_page_0_extracted_1_good_conf0.502_1287.png

description: :unav
DOI: 10.48668/mu3mfc/tlel8c
title: China_1957_1957_3_1957_Issue-3_35_page_0_extracted_1_ultra_premium_conf0.992_1735.png

description: :unav
DOI: 10.15468/dl.hrzkx9
title: Occurrence Download

description: A dataset containing 19197 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= -8.098015256935714
 AND decimallatitude &lt;= -4.045127286108716
 AND decimallongitude &gt;= 109.92452866889266
 AND decimallongitude &lt;= 115.45612368472885
 AND GBIF_Within('POLYGON ((115.456124 -8.098015, 115.456124 -4.045127, 109.924529 -4.045127, 109.924529 -8.098015, 115.456124 -8.098015))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 19197 records were derived from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018321-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48668/mu3mfc/3xqpmt
title: China_1957_1957_2_1957_Issue-6_5_page_0_extracted_1_ultra_premium_conf0.997_1242.png

description: :unav
DOI: 10.48668/mu3mfc/pwdck3
title: China_1957_1957_3_1957_Issue-4_2_page_0_extracted_2_excellent_conf0.847_1782.png

description: :unav
DOI: 10.15468/dl.ptgyhu
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gnathia magdalenensis"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018323-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48668/mu3mfc/haac0f
title: China_1957_1957_2_1957_Issue-9_43_page_0_extracted_3_low_conf0.313_1547.png

description: :unav
DOI: 10.48668/mu3mfc/qoyhha
title: China_1957_1957_3_1957_Issue-2_42_page_0_extracted_1_good_conf0.505_1679.png

description: :unav
DOI: 10.48668/mu3mfc/glebhe
title: China_1957_1957_3_1957_Issue-3_43_page_0_extracted_1_ultra_premium_conf0.991_1752.png

description: :unav
DOI: 10.48668/mu3mfc/rsp3l6
title: China_1957_1957_2_1957_Issue-4_48_page_0_extracted_1_ultra_premium_conf0.991_1154.png

description: :unav
DOI: 10.48668/mu3mfc/35wf4k
title: China_1957_1957_3_1957_Issue-4_31_page_0_extracted_3_good_conf0.504_1813.png

description: :unav
DOI: 10.48668/mu3mfc/kuywgw
title: China_1957_1957_3_1957_Issue-3_41_page_0_extracted_1_ultra_premium_conf1.000_1743.png

description: :unav
DOI: 10.48668/mu3mfc/pnbbdd
title: China_1957_1957_1_1957_Issue-11_10_page_0_extracted_1_ultra_premium_conf0.999_1046.png

description: :unav
DOI: 10.48668/mu3mfc/kst1hv
title: China_1957_1957_2_1957_Issue-9_36_page_0_extracted_1_ultra_premium_conf0.997_1533.png

description: :unav
DOI: 10.48668/mu3mfc/cyarz4
title: China_1957_1957_3_1957_Issue-4_16_page_0_extracted_1_low_conf0.333_1799.png

description: :unav
DOI: 10.48668/mu3mfc/1rbjdj
title: China_1957_1957_2_1957_Issue-8_47_page_0_extracted_4_good_conf0.588_1489.png

description: :unav
DOI: 10.48668/mu3mfc/b8mvf6
title: China_1957_1957_2_1957_Issue-5_19_page_0_extracted_1_premium_conf0.951_1183.png

description: :unav
DOI: 10.48668/mu3mfc/c6dct5
title: China_1957_1957_2_1957_Issue-5_2_page_0_extracted_2_premium_conf0.974_1159.png

description: :unav
DOI: 10.48668/mu3mfc/js39ef
title: China_1957_1957_2_1957_Issue-5_47_page_0_extracted_1_premium_conf0.980_1228.png

description: :unav
DOI: 10.48668/mu3mfc/tkpyjp
title: China_1957_1957_2_1957_Issue-5_44_page_0_extracted_1_ultra_premium_conf0.994_1209.png

description: :unav
DOI: 10.48668/mu3mfc/9icgwn
title: China_1957_1957_2_1957_Issue-9_12_page_0_extracted_1_ultra_premium_conf0.996_1509.png

description: :unav
DOI: 10.48668/mu3mfc/eeo6rn
title: China_1957_1957_2_1957_Issue-9_4_page_0_extracted_1_ultra_premium_conf0.989_1494.png

description: :unav
DOI: 10.48668/mu3mfc/jk1cf2
title: China_1957_1957_2_1957_Issue-6_28_page_0_extracted_4_good_conf0.525_1290.png

description: :unav
DOI: 10.48668/mu3mfc/edb0fy
title: China_1957_1957_2_1957_Issue-9_46_page_0_extracted_2_medium_conf0.430_1558.png

description: :unav
DOI: 10.48668/mu3mfc/bbk72q
title: China_1957_1957_3_1957_Issue-1_43_page_0_extracted_1_premium_conf0.965_1619.png

description: :unav
DOI: 10.48668/mu3mfc/vokrjr
title: China_1957_1957_1_1957_Issue-11_28_page_0_extracted_2_low_conf0.325_1070.png

description: :unav
DOI: 10.48668/mu3mfc/pa383n
title: China_1957_1957_3_1957_Issue-1_18_page_0_extracted_1_excellent_conf0.858_1587.png

description: :unav
DOI: 10.48668/mu3mfc/k6kplr
title: China_1957_1957_1_1957_Issue-10_41_page_0_extracted_1_premium_conf0.978_1013.png

description: :unav
DOI: 10.48668/mu3mfc/1giaa5
title: China_1957_1957_3_1957_Issue-1_9_page_0_extracted_2_excellent_conf0.848_1579.png

description: :unav
DOI: 10.48668/mu3mfc/fr5ibn
title: China_1957_1957_2_1957_Issue-6_45_page_0_extracted_1_ultra_premium_conf0.996_1319.png

description: :unav
DOI: 10.48668/mu3mfc/knriiy
title: China_1957_1957_3_1957_Issue-3_9_page_0_extracted_1_ultra_premium_conf0.987_1710.png

description: :unav
DOI: 10.48668/mu3mfc/cvfrxi
title: China_1957_1957_2_1957_Issue-9_30_page_0_extracted_1_ultra_premium_conf0.999_1530.png

description: :unav
DOI: 10.48668/mu3mfc/hda8gc
title: China_1957_1957_1_1957_Issue-10_37_page_0_extracted_2_premium_conf0.963_1007.png

description: :unav
DOI: 10.48668/mu3mfc/5hcmvh
title: China_1957_1957_2_1957_Issue-4_9_page_0_extracted_3_excellent_conf0.831_1102.png

description: :unav
DOI: 10.48668/mu3mfc/ijepfn
title: China_1957_1957_2_1957_Issue-8_30_page_0_extracted_1_excellent_conf0.812_1464.png

description: :unav
DOI: 10.48668/mu3mfc/3ksed7
title: China_1957_1957_3_1957_Issue-3_45_page_0_extracted_4_medium_conf0.459_1759.png

description: :unav
DOI: 10.48668/mu3mfc/as2l7c
title: China_1957_1957_2_1957_Issue-9_36_page_0_extracted_2_good_conf0.521_1534.png

description: :unav
DOI: 10.48668/mu3mfc/1uhswl
title: China_1957_1957_2_1957_Issue-5_3_page_0_extracted_1_medium_conf0.388_1161.png

description: :unav
DOI: 10.48668/mu3mfc/mdy0ua
title: China_1957_1957_2_1957_Issue-4_36_page_0_extracted_1_excellent_conf0.858_1117.png

description: :unav
DOI: 10.48668/mu3mfc/yicqcr
title: China_1957_1957_3_1957_Issue-3_48_page_0_extracted_1_high_conf0.701_1775.png

description: :unav
DOI: 10.48668/mu3mfc/f74sd5
title: China_1957_1957_1_1957_Issue-11_41_page_0_extracted_2_good_conf0.559_1091.png

description: :unav
DOI: 10.48668/mu3mfc/6oemxt
title: China_1957_1957_3_1957_Issue-2_40_page_0_extracted_3_medium_conf0.454_1673.png

description: :unav
DOI: 10.48668/mu3mfc/clokv0
title: China_1957_1957_2_1957_Issue-5_44_page_0_extracted_1_premium_conf0.936_1205.png

description: :unav
DOI: 10.48668/mu3mfc/csakk1
title: China_1957_1957_2_1957_Issue-9_37_page_0_extracted_1_ultra_premium_conf0.999_1541.png

description: :unav
DOI: 10.48668/mu3mfc/0xjab5
title: China_1957_1957_3_1957_Issue-4_21_page_0_extracted_1_ultra_premium_conf0.991_1802.png

description: :unav
DOI: 10.48668/mu3mfc/jp4kne
title: China_1957_1957_2_1957_Issue-7_17_page_0_extracted_1_ultra_premium_conf0.997_1360.png

description: :unav
DOI: 10.48668/mu3mfc/bcmnih
title: China_1957_1957_3_1957_Issue-3_1_page_0_extracted_1_ultra_premium_conf0.995_1704.png

description: :unav
DOI: 10.48668/mu3mfc/jmako4
title: China_1957_1957_3_1957_Issue-4_11_page_0_extracted_3_high_conf0.754_1788.png

description: :unav
DOI: 10.48668/mu3mfc/q5kkrk
title: China_1957_1957_1_1957_Issue-11_28_page_0_extracted_1_good_conf0.549_1069.png

description: :unav
DOI: 10.48668/mu3mfc/uj33x4
title: China_1957_1957_2_1957_Issue-7_48_page_0_extracted_1_premium_conf0.954_1418.png

description: :unav
DOI: 10.48668/mu3mfc/cgkj63
title: China_1957_1957_3_1957_Issue-3_34_page_0_extracted_1_excellent_conf0.883_1733.png

description: :unav
DOI: 10.48668/mu3mfc/9yxalv
title: China_1957_1957_1_1957_Issue-10_17_page_0_extracted_2_excellent_conf0.816_982.png

description: :unav
DOI: 10.48668/mu3mfc/kci5bh
title: China_1957_1957_2_1957_Issue-8_22_page_0_extracted_3_low_conf0.292_1450.png

description: :unav
DOI: 10.48668/mu3mfc/fheexm
title: China_1957_1957_2_1957_Issue-6_30_page_0_extracted_1_ultra_premium_conf0.987_1296.png

description: :unav
DOI: 10.48668/mu3mfc/dhodou
title: China_1957_1957_2_1957_Issue-5_23_page_0_extracted_1_premium_conf0.913_1188.png

description: :unav
DOI: 10.48668/mu3mfc/yb17ns
title: China_1957_1957_2_1957_Issue-6_46_page_0_extracted_2_medium_conf0.444_1323.png

description: :unav
DOI: 10.48668/mu3mfc/coejnr
title: China_1957_1957_2_1957_Issue-6_11_page_0_extracted_1_excellent_conf0.823_1253.png

description: :unav
DOI: 10.48668/mu3mfc/qlcznu
title: China_1957_1957_3_1957_Issue-1_46_page_0_extracted_2_high_conf0.763_1626.png

description: :unav
DOI: 10.48668/mu3mfc/ctclko
title: China_1957_1957_2_1957_Issue-9_5_page_0_extracted_1_ultra_premium_conf0.988_1497.png

description: :unav
DOI: 10.5281/zenodo.18516445
title: Synthetic DNA Fragments Enable Ultra-High-Reproducibility Tracer Tomography for Aquifer Time-Lapse Monitoring

description: Long-term groundwater management practices such as contaminated site remediation, managed aquifer recharge, and geological carbon storage increasingly rely on time-lapse monitoring to detect temporal changes in aquifer heterogeneity. Yet, distinguishing the temporal evolution of subsurface properties from baseline measurement variability remains a persistent challenge for tracer-based characterization methods. We demonstrate, for the first time, that synthetic DNA Fragments (DNA tracers) enable reproducible tomographic inversion of hydraulic conductivity fields by conducting six replicate experiments (lasting for nearly 2 years) to systematically compare the usefulness of DNA tracers versus traditionally recognized fluorescent dye tracers across three progressive levels: travel-time consistency, inverted K-field coherence, and forward simulation stability. DNA tracers exhibited ultra-high reproducibility at all levels: travel-time deviations clustered tightly (interquartile range, IQR=0.12 vs. 0.25 for dyes), inverted K fields showed moderate-to-strong correlations (R²=0.32–0.86 vs. 0.02–0.52 for dyes), and predicted hydraulic heads maintained high consistency (R²=0.92–0.98 vs. 0.73–0.91 for dyes). This advantage arises from the physicochemical properties of DNA tracers and their sequence-specific quantitation via qPCR, which significantly reduces background interference and transport-related artifacts. These findings position DNA tracers as robust, reproducible benchmarks for time-lapse aquifer monitoring, addressing a critical gap in tracer-tomography-based dynamic groundwater characterization and enabling more reliable interpretation of subsurface changes during long-term environmental interventions.
DOI: 10.48668/mu3mfc/xniqdp
title: China_1957_1957_2_1957_Issue-4_44_page_0_extracted_1_ultra_premium_conf0.994_1135.png

description: :unav
DOI: 10.5281/zenodo.18516444
title: Synthetic DNA Fragments Enable Ultra-High-Reproducibility Tracer Tomography for Aquifer Time-Lapse Monitoring

description: Long-term groundwater management practices such as contaminated site remediation, managed aquifer recharge, and geological carbon storage increasingly rely on time-lapse monitoring to detect temporal changes in aquifer heterogeneity. Yet, distinguishing the temporal evolution of subsurface properties from baseline measurement variability remains a persistent challenge for tracer-based characterization methods. We demonstrate, for the first time, that synthetic DNA Fragments (DNA tracers) enable reproducible tomographic inversion of hydraulic conductivity fields by conducting six replicate experiments (lasting for nearly 2 years) to systematically compare the usefulness of DNA tracers versus traditionally recognized fluorescent dye tracers across three progressive levels: travel-time consistency, inverted K-field coherence, and forward simulation stability. DNA tracers exhibited ultra-high reproducibility at all levels: travel-time deviations clustered tightly (interquartile range, IQR=0.12 vs. 0.25 for dyes), inverted K fields showed moderate-to-strong correlations (R²=0.32–0.86 vs. 0.02–0.52 for dyes), and predicted hydraulic heads maintained high consistency (R²=0.92–0.98 vs. 0.73–0.91 for dyes). This advantage arises from the physicochemical properties of DNA tracers and their sequence-specific quantitation via qPCR, which significantly reduces background interference and transport-related artifacts. These findings position DNA tracers as robust, reproducible benchmarks for time-lapse aquifer monitoring, addressing a critical gap in tracer-tomography-based dynamic groundwater characterization and enabling more reliable interpretation of subsurface changes during long-term environmental interventions.
DOI: 10.48668/mu3mfc/3owlkt
title: China_1957_1957_2_1957_Issue-8_41_page_0_extracted_2_premium_conf0.956_1476.png

description: :unav
DOI: 10.48668/mu3mfc/apuztz
title: China_1957_1957_3_1957_Issue-3_47_page_0_extracted_5_low_conf0.287_1773.png

description: :unav
DOI: 10.48668/mu3mfc/wswg40
title: China_1957_1957_1_1957_Issue-10_17_page_0_extracted_4_medium_conf0.351_980.png

description: :unav
DOI: 10.48668/mu3mfc/gsssy0
title: China_1957_1957_3_1957_Issue-11_42_page_0_extracted_1_high_conf0.772_1849.png

description: :unav
DOI: 10.48668/mu3mfc/vxqdj5
title: China_1957_1957_2_1957_Issue-6_40_page_0_extracted_1_ultra_premium_conf0.988_1311.png

description: :unav
DOI: 10.48668/mu3mfc/dwmyk5
title: China_1957_1957_2_1957_Issue-7_47_page_0_extracted_6_medium_conf0.442_1414.png

description: :unav
DOI: 10.48668/mu3mfc/9ke4tv
title: China_1957_1957_1_1957_Issue-10_7_page_0_extracted_1_premium_conf0.968_965.png

description: :unav
DOI: 10.48668/mu3mfc/oqxiei
title: China_1957_1957_3_1957_Issue-2_46_page_0_extracted_2_low_conf0.282_1693.png

description: :unav
DOI: 10.48668/mu3mfc/0yl19r
title: China_1957_1957_3_1957_Issue-2_37_page_0_extracted_1_premium_conf0.968_1669.png

description: :unav
DOI: 10.48668/mu3mfc/ozukfw
title: China_1957_1957_2_1957_Issue-9_11_page_0_extracted_2_good_conf0.581_1504.png

description: :unav
DOI: 10.48668/mu3mfc/7itsb9
title: China_1957_1957_2_1957_Issue-6_48_page_0_extracted_1_ultra_premium_conf0.984_1342.png

description: :unav
DOI: 10.48668/mu3mfc/ambnx6
title: China_1957_1957_2_1957_Issue-7_30_page_0_extracted_2_high_conf0.725_1378.png

description: :unav
DOI: 10.48668/mu3mfc/elzqxr
title: China_1957_1957_3_1957_Issue-11_8_page_0_extracted_1_ultra_premium_conf0.987_1833.png

description: :unav
DOI: 10.48668/mu3mfc/t4zlfi
title: China_1957_1957_3_1957_Issue-12_47_page_0_extracted_2_premium_conf0.931_1945.png

description: :unav
DOI: 10.48668/mu3mfc/skc476
title: China_1957_1957_2_1957_Issue-4_46_page_0_extracted_4_excellent_conf0.832_1145.png

description: :unav
DOI: 10.48668/mu3mfc/rmogmy
title: China_1957_1957_3_1957_Issue-2_28_page_0_extracted_1_premium_conf0.955_1659.png

description: :unav
DOI: 10.48668/mu3mfc/9d7xoc
title: China_1957_1957_3_1957_Issue-3_10_page_0_extracted_2_good_conf0.581_1713.png

description: :unav
DOI: 10.48668/mu3mfc/m51mew
title: China_1957_1957_3_1957_Issue-11_48_page_0_extracted_6_low_conf0.273_1868.png

description: :unav
DOI: 10.48668/mu3mfc/kn3hl7
title: China_1957_1957_1_1957_Issue-11_2_page_0_extracted_1_ultra_premium_conf0.996_1043.png

description: :unav
DOI: 10.15468/dl.69yupz
title: Occurrence Download

description: A dataset containing 3740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-62.17034 -38.96113,-33.87235 -38.96113,-33.87235 -1.82162,-44.83192 -2.91534,-54.4036 -7.28074,-54.56237 -14.12355,-62.17034 -38.96113))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Strix virgata",
 "Year 2005-2024"
 ]
}

 The dataset includes 3740 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018325-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48668/mu3mfc/zzgg22
title: China_1957_1957_3_1957_Issue-3_10_page_0_extracted_2_excellent_conf0.880_1715.png

description: :unav
DOI: 10.48668/mu3mfc/bqbk7f
title: China_1957_1957_3_1957_Issue-4_11_page_0_extracted_1_ultra_premium_conf0.996_1785.png

description: :unav
DOI: 10.48668/mu3mfc/7uloxb
title: China_1957_1957_3_1957_Issue-3_45_page_0_extracted_5_medium_conf0.437_1760.png

description: :unav
DOI: 10.48668/mu3mfc/4ugvi2
title: China_1957_1957_2_1957_Issue-6_45_page_0_extracted_4_medium_conf0.415_1322.png

description: :unav
DOI: 10.48668/mu3mfc/n7dflx
title: China_1957_1957_3_1957_Issue-3_47_page_0_extracted_2_excellent_conf0.824_1774.png

description: :unav