Boris Chigarev ORCID 0000-0001-9903-2800 https://figshare.com/authors/Boris_Chigarev/6474086

!!! In main links to files in this report are relative, download the full archive from figshare.com to use them !!!

Sulphate Reducing in the Geological Context. 2010-2019. Bibliometric Analysis

Motivation:

The impact of SRB metabolic activities can modify the overall geochemistry of the sedimentary package. For example, in many environments, more than 50% of the total carbon mineralization (oxidation) is due to SRB (Canfield and Des Marais, 1993; Jorgensen, 1982). See more: https://www.sciencedirect.com/topics/agricultural-and-biological-sciences/sulfate-reducing-bacteria

Objectives:

Main query: TITLE-ABS-KEY ( ( sulfate-reducing ) AND geolog* ) AND PUBYEAR > 2009

Substantial discovery: the intermittent increase of usage the term “sulfur compounds” when 2015 witch can’t be explained by the rise of the number of publications. The item for further study: does increase attention to sulfur compounds concern to water pollution? The possible start point for further investigation of this issue: "In-situ hydrogen sulfide mitigation". 2019-10-10 publication of US20190309213A1. Claims: A method of reducing an amount of a sulfur-containing compound in a reservoir fluid...

Common remark on data representation in this research:

Lens.org

Main items:

Table 1. The example of data. 'Field of Study' vs 'Funding (contain 'China' in naming)' using 1080 scholarly dataset from Lens.org DB

'Field of Study'Funding
GeologyNational Natural Science Foundation of China
Anaerobic oxidation of methane; Environmental chemistry; Chemistry; Desulfobacteraceae; Sulfate; Sediment; Methane; Sulfur; Waste management; Archaea; Mud volcanoNational Natural Science Foundation of China
Ecosystem; Contamination; Biodiversity; Soil microbiology; Ecology; Functional shift; Environmental pollution; RNA RIBOSOMAL 16S; Microbial ecology; Biology; MicrobiologyNational Natural Science Foundation of China
Oceanic crust; Basalt; Ecology; Crust; Mid-Atlantic Ridge; Marinobacter; Geomicrobiology; Ridge; Documentation; BiologyNational Natural Science Foundation of China
Contamination; Ecology; Sediment; Diversity index; Arsenic; Mercury (element); Genetic variation; Biogeochemical cycle; Microbial population biology; BiologyNational Natural Science Foundation of China
Environmental chemistry; Carbon sequestration; Methanosarcinales; Methanogenesis; Formate; Bicarbonate; Formate oxidation; Methane; Carbon dioxide; Biochemistry; Biology; MicrobiologyNational Natural Science Foundation of China
Coal mining; Drainage basin; Geochemistry; Radiochemistry; Karst; Chemistry; Gypsum; Sulfide; Sulfur; Groundwater; Surface waterNational Natural Science Foundation of China
Anaerobic oxidation of methane; Cold seep; Metagenomics; Microorganism; Ecology; Nitrate; Sulfurimonas; Sulfur; Bacteria; Biochemistry; BiologyNational Natural Science Foundation of China
Geomorphology; Authigenic; Geology; Facies; Marine ecosystem; Paleontology; Lithification; Lamination (geology); Cyanobacteria; Dolomite; StromatoliteNational Natural Science Foundation of China;
Ecology; Psychrobacter; Alishewanella; Arsenic; Drainage; Aquifer; Groundwater; Microbial population biology; Biology; IrrigationNational Natural Science Foundation of China
Geology; Inorganic chemistry; Sulfate-reducing bacteria; Chelation; Sulfate; Sulfide; Sulfur; Flue-gas desulfurization; Absorption (pharmacology); DenitrificationNational Natural Science Foundation of China;
Environmental chemistry; Total organic carbon; Chemistry; Bioremediation; Microbial consortium; Sulfate; Methanogenesis; Sediment; Pollution; Microbial population biologyNational Natural Science Foundation of China;
Authigenic; Geology; Extracellular polymeric substance; Diagenesis; Geochemistry; Sulfate; Methanogenesis; Ankerite; Dolomite; CarbonateNational Natural Science Foundation of China;
Geology; Geochemistry; Sulfate-reducing bacteria; Mineralogy; Pyrite; Sphalerite; Sulfide minerals; Sulfide; Galena; Sulfur; Volcanogenic massive sulfide ore depositNational Natural Science Foundation of China;
Environmental chemistry; Total organic carbon; Chemistry; Geobacter; Sulfate; Sediment; Geologic Sediments; Alluvial plain; Biogeochemical cycle; AquiferNational Natural Science Foundation of China;
Environmental chemistry; Algal bloom; Water column; Chemistry; Eutrophication; Sulfate; Sulfide; Phosphorus; Algae; Sulfur cycleNational Natural Science Foundation of China;
Environmental chemistry; Water column; Chemistry; Eutrophication; Sulfate; Phosphorus; Sulfur; Cycling; Mineralization (biology); DissolutionNational Natural Science Foundation of China;

Remark: The name of file in collection of full data: Lens_1080_LIKE China Funding - Field of Study.csv

Table 2. Top 50 'Field of Study' as Key Words for 'Funding (contain 'China' in naming)' using 1080 scholarly dataset from Lens.org DB

keyword as 'Field of Study'occurrencestotal link strength
geology21123
chemistry20117
geochemistry1385
sulfate-reducing bacteria1374
sulfate1278
biology1157
ecology1158
environmental chemistry1173
sulfide1062
sulfur1067
carbonate959
inorganic chemistry951
sediment959
geomorphology745
authigenic642
bacteria637
microbial population biology636
anaerobic oxidation of methane536
biogeochemical cycle536
groundwater524
methane534
total organic carbon532
calcite427
diagenesis427
anoxic waters319
benthic zone319
bioremediation318
cold seep322
contamination315
dolomite319
estuary323
eutrophication322
hydrothermal circulation320
mercury (element)321
methanogenesis320
microbiology312
pyrite323
water column322
acid mine drainage213
actinobacteria210
anaerobic exercise214
ankerite215
aquifer211
aragonite216
archaea215
arsenic212
bacteroidetes210
biochemistry212
biofilm210
bioreactor213

Remark: The name of file in collection of full data: Lens_1080_LIKE China Funding - Field of Study KW VOSviewer.tsv

The name of image file in collection build by VOSviewer: Lens_1080_LIKE China Funding - Field of Study KW VOSviewer.png

Table 3. The example of data. 'Field of Study' vs 'Source Title' (contain 'geo' in naming)' using 1080 scholarly dataset from Lens.org DB

Source titleIndex Keywords as 'Field of Study'
Xinjiang Petroleum GeologyChemistry; Hydrocarbon; Sulfate; Hydrogen sulfide; Carbonate; Cracking; Natural gas; Petroleum engineering
Swiss Journal of GeosciencesAnoxic waters; Geomorphology; Geology; Leaching (agriculture); Radiochemistry; Mineralogy; Pyrite; Nitrate; Dissolved organic carbon; Redox; Denitrification; Radioactive waste
Swiss Journal of GeosciencesGeology; Borehole; Geotechnical engineering; Sulphate reduction; Excavation; Organic matter; Radioactive waste
South African Journal of GeologyBiosphere; Structural basin; Geomorphology; Geology; Facies; Archean; Syncline; Early Earth; Greenstone belt; Paleoarchean
Sedimentary Geology 
Sedimentary GeologyAnaerobic oxidation of methane; Geomorphology; Authigenic; Geology; Cold seep; Chemosynthesis; Geochemistry; Ecology; Carbonate minerals; Carbonate; Organic matter; Archaea
Sedimentary GeologyGeomorphology; Geology; Diagenesis; Lithification; Geochemistry; Mineralogy; Calcium carbonate; Gypsum; Aragonite; Calcite; Carbonate; Cementation (geology)
Sedimentary GeologySedimentary depositional environment; Geology; Geochemistry; Microcrystalline; Fluid inclusions; Aragonite; Dolomite; Calcite; Petrography; Dolomitization
Sedimentary GeologyCretaceous; Geology; Clastic rock; Paleontology; Aptian; Crato Formation; Calcite; Carbonate; Lagerstätte; Evaporite
Sedimentary GeologyAnoxic waters; Geomorphology; Water column; Geology; Iron bacteria; Overbank; Geochemistry; Pyrite; Sediment; Organic matter; Marl
Sedimentary GeologyAnaerobic oxidation of methane; Geomorphology; Geology; Situated; Paleontology; Geochemistry; Microorganism; Archaeol; Geological formation; Bacteria; Archaea; Mud volcano
Sedimentary Geology 
Sedimentary GeologyLithology; Geology; Diagenesis; Geochemistry; Gypsum; Provenance; Carbonate; Evaporite; Sulfur; Petrography
Reviews of GeophysicsGeology; Magnetic susceptibility; Rock magnetism; Saturation (magnetic); Greigite; Single domain; Magnetization; Magnetic anisotropy; Magnetocrystalline anisotropy; Geophysics
Quarterly Journal of Engineering Geology and HydrogeologyGeology; Nutrient cycle; Pollution; Ecosystem services; Aquifer; Groundwater; Microbial population biology; Pollutant; Environmental engineering; Resource management
Petroleum Geology & ExperimentGeomorphology; Source rock; Geology; Salinity; Diagenesis; Elevation; Geochemistry; Fault (geology); Hydrocarbon; Illite; Carbon dioxide
Organic GeochemistryGeology; Residence time; Stoichiometry; Biodegradation; Organic chemistry; Denitrifying bacteria; Residual oil; Hydrocarbon; Sulfate; Chromatography; Petroleum
Organic GeochemistryTotal organic carbon; Organic chemistry; Chemistry; Terrigenous sediment; Stigmasterol; Phytoplankton; Alkane; Campesterol; Organic matter; Algae
Organic GeochemistryGeology; Salinity; Biodegradation; Geochemistry; Methanogenesis; Pristane; Phytane; Alkane; Moderate extent; Alkalinity
Organic Geochemistry 
Organic GeochemistryDiagenesis; Total organic carbon; Massif; Hopanoids; Organic chemistry; Chemistry; Dolomite; Sediment; Organic matter; Microbial mat
Ore Geology ReviewsGeology; Geochemistry; Volcanic rock; Felsic; Mineralogy; Albite; Chlorite; Sericite; Plagioclase; Illite; Quartz
Ore Geology ReviewsLapilli; Geology; Diagenesis; Geochemistry; Volcanic rock; Felsic; Mineralogy; Chalcocite; Bornite; Chalcopyrite; Andesite
Ore Geology ReviewsGeology; Hydrothermal circulation; Geochemistry; Mineralogy; Sulfide minerals; Оґ34S; Sulfide; Sulfur; Seafloor massive sulfide deposits; Ore genesis; Volcanogenic massive sulfide ore deposit
Ore Geology ReviewsGeology; Geochemistry; Sulfate-reducing bacteria; Mineralogy; Pyrite; Sphalerite; Sulfide minerals; Sulfide; Galena; Sulfur; Volcanogenic massive sulfide ore deposit
Marine and Petroleum GeologyGeomorphology; Geology; Diagenesis; Clastic rock; Geochemistry; Ankerite; Calcite; Carbonate; Petroleum; Petrography; Cementation (geology)
Marine and Petroleum GeologyAnaerobic oxidation of methane; Geology; Ecology; Sulfate; Deltaproteobacteria; Methanogenesis; Methane; Archaea; Microbial population biology; Benthic zone
Marine and Petroleum GeologyTaphonomy; Anaerobic oxidation of methane; Geomorphology; Authigenic; Geology; Diagenesis; Holocene; Carbonate; Organic matter; Petroleum seep
Marine and Petroleum GeologyAnaerobic oxidation of methane; Anoxic waters; Ranging; Authigenic; Geology; Diagenesis; Geochemistry; Sulfide minerals; Sulfide; Sulfur
Marine and Petroleum GeologyAnaerobic oxidation of methane; Authigenic; Geology; Isotopes of carbon; Aptian; Sulfate-reducing bacteria; Carbonate; Sulfur; Petrology; Marl
Marine and Petroleum GeologyAnaerobic oxidation of methane; Geomorphology; Authigenic; Geology; Geochemistry; Siderite; Carbonate minerals; Aragonite; Calcite; Carbonate; Methane
Marine and Petroleum GeologyNatural gas field; Geomorphology; Geology; Geochemistry; Mineralogy; Anhydrite; Hydrocarbon; Dolomite; Carbonate; Methane; Carbon dioxide; Abiogenic petroleum origin

Remark: The name of file in collection of full data: Lens_1080_LIKE geo Source Title - Field of Study.csv

Table 4. Top 30 'Field of Study' as Index Keywords for 'Source Title (contain 'geo' in naming)' using 1080 scholarly dataset from Lens.org DB

'Field of Study' as Index Keywordsoccurrencestotal link strength
geology1411054
geochemistry85682
geomorphology41329
ecology40308
sulfate40338
sulfur36303
mineralogy33281
chemistry32252
carbonate31269
sulfate-reducing bacteria27210
organic matter23174
pyrite22186
sediment22155
anoxic waters21166
anaerobic oxidation of methane20173
diagenesis20169
sulfide20175
inorganic chemistry19142
methane19144
paleontology19138
environmental chemistry18142
isotope fractionation15129
bacteria14105
sedimentary rock14112
authigenic13108
groundwater1397
biogeochemical cycle1189
calcite1088
hydrothermal circulation1086
seawater1087

Remark: The name of file in collection of full data: Lens_1080_LIKE geo Source Title - Field of Study KW VOSviewer.tsv

The name of image file in collection build by VOSviewer: Lens_1080_LIKE geo Source Title - Field of Study KW VOSviewer.png

RED cluster of the same image: Lens_1080_LIKE geo Source Title - Field of Study KW VOSviewer RED cluster.png

Table 5. The example of data. 'Field of Study' vs 'Source Title' (top 19 by number of publications)' using 1080 scholarly dataset from Lens.org DB

Source title'Field of Study' as Index Keywords
Applied and Environmental MicrobiologyBioreactor; Desulfovibrio; Sulfate; Acetobacterium; Electron acceptor; Bacteria; Archaea; Biochemistry; Microbial population biology; Biology; Microbiology
Applied and Environmental MicrobiologyRelative species abundance; Ecology; Turnover; Methanosarcinales; Methanogenesis; Population; Archaea; Microcosm; Microbial population biology; Biology; Microbiology; Zoology
Applied and Environmental MicrobiologyEcology; Sulfate-reducing bacteria; Acid mine drainage; Sediment; Bacteria; Archaea; Drainage; Biology
Applied and Environmental MicrobiologyEcology; Sulfate-reducing bacteria; Carbon fixation; Nitrate; Epsilonproteobacteria; Deltaproteobacteria; Desulfobacterales; Sulfide; Sulfur; Biology
Applied and Environmental MicrobiologyBay; Ecology; Sulfate; Sediment; Biology
Applied and Environmental MicrobiologyMicrobial fuel cell; Chemistry; Bioelectrochemical reactor; Bioremediation; Toluene; Benzylsuccinate synthase; Electron acceptor; Sulfur; Biochemistry; Sulfur metabolism; Microbiology
Applied and Environmental MicrobiologyEnvironmental chemistry; Biogeochemistry; Metagenomics; Dissimilatory sulfate reduction; Methanogenesis; Facultative; Biochemistry; Microbial ecology; Microbial population biology; Rainwater harvesting; Biology
Applied and Environmental MicrobiologyDiazotroph; Terminal restriction fragment length polymorphism; Ecology; Bacteroidetes; Zostera; Deltaproteobacteria; Desulfobulbaceae; Zostera marina; Organic matter; Botany; Biology; Microbiology
Applied and Environmental MicrobiologyCommunity structure; Cave; Ecology; Sulfate-reducing bacteria; Epsilonproteobacteria; Deltaproteobacteria; Species richness; Microbial ecology; Microbial population biology; Biology; Microbiology
Applied and Environmental MicrobiologyFirmicutes; Acidiphilium; Acidobacteria; Proteobacteria; Ferroplasma; Desulfosporosinus; Organic matter; Archaea; Biology; Microbiology
Applied and Environmental MicrobiologyAnoxic waters; Effluent; Iberian Pyrite Belt; Acidiphilium; Desulfosporosinus; Thermoplasmata; Geomicrobiology; Biochemistry; Botany; Biology; Microbiology; Extreme environment
Applied and Environmental MicrobiologyAlgal bloom; Water column; Bloom; Eutrophication; Ecology; Phototroph; Picocystis; Community; Microbial population biology; Biology; Microbiology
Applied and Environmental MicrobiologyAnoxic waters; Substrate (chemistry); Intertidal zone; Ecology; Stable-isotope probing; Cyanobacteria; Sediment; Geologic Sediments; Biota; Biology
Applied and Environmental MicrobiologyRelative species abundance; Methanosaeta; Methanogen; Methanosarcinales; Methanosarcina; Methanogenesis; 16S ribosomal RNA; Biology; Microbiology; Phylogenetics
Applied and Environmental MicrobiologyChemistry; Short-chain fatty acid; Desulfovibrio; Methylmercury; Methylation; 16S ribosomal RNA; Bacteria; Mercury (element); Biochemistry; Strain (chemistry)
Applied and Environmental MicrobiologyAnoxic waters; Water column; Total organic carbon; Ecology; Seawater; Sediment; Geologic Sediments; Organic matter; Microbial population biology; Biology; Microbiology
Applied and Environmental MicrobiologyEnvironmental chemistry; Community structure; Sulfate-reducing bacteria; Verrucomicrobia; Acidobacteria; Proteobacteria; Methylmercury; Mercury (element); Microbial population biology; Biology
Applied and Environmental MicrobiologyAnaerobic oxidation of methane; Bioreactor; Sulfate-reducing bacteria; Desulfuromonadales; Methanogenesis; Sulfide; Methane; Bacteria; Biology; Microbiology
Applied and Environmental MicrobiologyEnvironmental chemistry; Chemistry; Sulfate-reducing bacteria; Electron donor; Sulfate; Deltaproteobacteria; Ethanol; Sediment; Geologic Sediments; Biochemistry; Uranium
Applied and Environmental MicrobiologyNitrification; Thaumarchaeota; Proteobacteria; Nitrogen cycle; Archaea; Botany; Microbial ecology; Microbial population biology; Biology; Microbiology; Extreme environment
BiogeosciencesAutotroph; Geology; Bedrock; Metagenomics; Total organic carbon; Ecology; Sulfate-reducing bacteria; Comamonadaceae; Burkholderiales; Heterotroph
BiogeosciencesAnaerobic oxidation of methane; Oceanography; Geology; Biogeochemistry; Ecology; Sulfate; Sulfide; Sediment; Petroleum seep; Biogeochemical cycle; Mud volcano
BiogeosciencesPore water pressure; Anoxic waters; Water column; Geology; Ecology; Chemical oceanography; Sediment; Alkalinity; Oxygen saturation; Benthic zone
BiogeosciencesAnaerobic oxidation of methane; Authigenic; Geology; Оґ13C; Isotopes of carbon; Ecology; Carbonate; Methane; Subduction; Оґ18O
BiogeosciencesAnaerobic oxidation of methane; Water column; Geology; Ecology; Methanogen; Sulfate; Methanogenesis; Organic matter; Methane; Carbon cycle
BiogeosciencesBog; Geology; Оґ13C; Total organic carbon; Ecology; Sphagnum; Isotope fractionation; Organic matter; Carbon dioxide; Peat
BiogeosciencesAnaerobic oxidation of methane; Ranging; Water column; Geology; Ecology; Sulfate; Methanogenesis; Sediment; Methane; Methane chimney
BiogeosciencesAnaerobic oxidation of methane; Geology; Hopanoids; Isotopes of carbon; Ecology; Phytane; Methane; Breccia; Sedimentary rock; Mud volcano
BiogeosciencesAuthigenic; Geology; Diagenesis; Chemosynthesis; Coral; Geochemistry; Ecology; Diapir; Carbonate; Archaea; Mud volcano
BiogeosciencesAnoxic waters; Water column; Geology; Microorganism; Ecology; Archaeol; Cyanobacteria; Bacteria; Archaea; Biogeochemical cycle

Remark: The name of file in collection of full data: Lens_1080_top 19 Source Title - Field of Study.csv

Table 6. Top 30 'Field of Study' as Index Keywords for 'Source Title (top 19 by number of publications)' using 1080 scholarly dataset from Lens.org DB

'Field of Study' as Index Keywordsoccurrencestotal link strength
ecology3332736
biology3272667
sulfate1191030
geology94767
sediment86712
microbial population biology83726
sulfate-reducing bacteria83717
chemistry80663
microbiology73644
environmental chemistry72638
archaea71625
bacteria67566
botany58518
anoxic waters56484
sulfur56490
anaerobic oxidation of methane49434
biogeochemical cycle48419
geochemistry46393
sulfide46400
methane45368
organic matter40347
inorganic chemistry39319
methanogenesis38319
total organic carbon35305
deltaproteobacteria34312
microorganism34275
environmental engineering33264
ecosystem29231
firmicutes28247
microbial mat28245

Remark: The name of file in collection of full data: Lens_1080_top 19 Source Title - Field of Study KW VOSviewer.tsv

The name of image file in collection build by VOSviewer: Lens_1080_top 19 Source Title - Field of Study KW VOSviewer.png

Table 7. Top 30 data. 'Fields of Study 2010-2014' vs 'Fields of Study 2015-2019' using 1080 scholarly dataset from Lens.org DB

Fields of Study 2010-2014NFields of Study 2015-2019N
Biology249Biology248
Ecology241Ecology231
Geology132Geology155
Sulfate107Chemistry117
Chemistry94Environmental chemistry103
Sulfate-reducing bacteria85Sulfate101
Sediment80Sediment89
Bacteria67Sulfate-reducing bacteria80
Environmental chemistry65Geochemistry70
Geochemistry64Microbial population biology69
Archaea61Microbiology65
Microbial population biology58Bacteria64
Microbiology53Sulfur64
Sulfur49Anoxic waters49
Botany48Organic matter49
Methane47Geomorphology47
Biogeochemical cycle45Sulfide45
Anaerobic oxidation of methane44Archaea42
Anoxic waters43Methane42
Sulfide40Anaerobic oxidation of methane41
Inorganic chemistry39Botany41
Carbonate38Paleontology40
Mineralogy38Methanogenesis37
Geomorphology37Biogeochemical cycle36
Environmental engineering34Inorganic chemistry36
Microorganism33Biochemistry35
Biochemistry31Environmental engineering34
Groundwater31Pyrite34
Organic matter31Groundwater33
Total organic carbon29Microorganism31

Remark: The name of file in collection of full data: Lens-1080-Fields of Study-2010-2014-vs-2015-2019-count-top-100.csv

Fields of Study didn't significantly different between 2010-2014 and 2015-2019

Table 8. Top 10 data. Most Active Authors using 1080 scholarly dataset from Lens.org DB

Author IDDocument Count
Andreas Teske (1690131773)14
Antje Boetius (1272140054)14
Bo Barker Jørgensen (2098910190)10
Daniel Birgel (2427046885)10
Katrin Knittel (2064030120)9
Fumio Inagaki (1757246265)8
Hilke Wurdemann (2031072929)8
Alban Ramette (293186974)7
Alexandra V Turchyn (2508317456)7
Alfons J M Stams (2423207224)7

Remark: The name of file in collection of full data: Lens-1080-Most Active Authors data.csv

Table 9. Top 24 data. Most Active Countries using 1080 scholarly dataset from Lens.org DB

Institution Country/RegionDocument Count
United States338
Germany134
China129
United Kingdom103
France60
Canada58
Australia51
Japan50
Spain49
Netherlands44
Switzerland38
Denmark34
Brazil20
Norway19
Poland18
Austria17
India17
Korea, Republic of17
Sweden17
Italy15
Finland13
Portugal13
Israel11
Russia11

Remark: The name of file in collection of full data: Lens-1080-Most active CountriesRegions data.csv

Lens-1080-Most active CountriesRegions

Figure 1. Most Active Countries using 1080 scholarly dataset from Lens.org DB

Lens-1080-Scholarly Works over time

Figure 2. Most Scholarly Works over time using 1080 scholarly dataset from Lens.org DB

Remark: The name of file in collection of full data: Lens-1080-Scholarly Works over time data.csv

Lens-1080-SunKey-Field of Study Funding by Doc Count data

Figure 3. Sankey Diagram 'Field of Study' -> 'Funding' by Doc Count using 1080 scholarly dataset from Lens.org DB

Remark: The name of file in collection of data: Lens-1080-SunKey-Field of Study Funding by Doc Count data.csv

Lens-1080-SunKey-Field of Study Institution Country by Doc Count data

Figure 4. Sankey Diagram 'Field of Study' -> 'Institution Country ' by Doc Count using 1080 scholarly dataset from Lens.org DB

Remark: The name of file in collection of data: Lens-1080-SunKey-Field of Study Institution Country by Doc Count data.csv

Lens-1080-SunKey-Field of Study Institution Name by Doc Count 10x10 data

Figure 5. Sankey Diagram 'Field of Study' -> 'Institution Country ' by Doc Count using 1080 scholarly dataset from Lens.org DB

Remark: The name of file in collection of data: Lens-1080-SunKey-Field of Study Institution Name by Doc Count 10x10 data.csv

Lens-1080-SunKey-Field of Study Source Title by Doc Count data

Figure 6. Sankey Diagram 'Field of Study' -> 'Source Title' by Doc Count using 1080 scholarly dataset from Lens.org DB

Remark: The name of file in collection of data: Lens-1080-SunKey-Field of Study Source Title by Doc Count data.csv

Lens-1080-SunKey-Funding Institution Country by Doc Count 10x10 data

Figure 7. Sankey Diagram 'Funding' -> 'Institution Country' by Doc Count using 1080 scholarly dataset from Lens.org DB

Remark: The name of file in collection of data: Lens-1080-SunKey-Funding Institution Country by Doc Count 10x10 data.csv

Lens-1080-SunKey-Funding Institution Name by Doc Count 10x10 data

Figure 8. Sankey Diagram 'Funding' -> 'Institution Name' by Doc Count using 1080 scholarly dataset from Lens.org DB

Remark: The name of file in collection of data: Lens-1080-SunKey-Funding Institution Name by Doc Count 10x10 data.csv

Lens-1080-SunKey-Funding Source Title by Doc Count 10x10 data

Figure 9. Sankey Diagram 'Funding' -> 'Institution Name' by Doc Count using 1080 scholarly dataset from Lens.org DB

Remark: The name of file in collection of data: Lens-1080-SunKey-Funding Source Title by Doc Count 10x10 data.csv

Scopus

Main items:

Query: TITLE-ABS-KEY ( ( sulfate-reducing ) AND geolog* ) AND PUBYEAR > 2009; 539 document results

Table 10. Top 50 key terms. 2010-2014 vs 2015-2019. Corpus as concatenation of "Title", "Abstract" and index KW from Scopus bibliometric data.

Using KH Coder 3 TermExtract to get key terms and there score

KW 2010-2014ScoreKW 2015-2019Score
microbial community19977.144microbial community27867.433
bacteria microorganisms10095.195sulfate reduction12555.792
sulfate reduction9718.068microbial activity10281.586
geologic sediments9688.569geologic sediments9334.024
sulfate-reducing bacteria8012.535water pollutant7169.360
microbial activity7346.257bacteria microorganisms6918.431
marine sediment7250.710microbial communities5854.883
sequence analysis6546.510sulfur compounds5718.542
marine sediments4873.548oxidation reduction reaction5557.371
microbial communities4703.632marine sediments5175.272
organic carbon4697.648organic carbon5174.680
oxidation reduction reaction4312.454marine sediment4970.859
organic matter3856.174sulfate-reducing bacteria4964.185
dna sequence3379.267organic matter4839.810
bacterial dna3377.044microbial diversity4470.272
bacterial community2997.776bacteria srb3880.877
gene sequence2760.924sea water2984.071
sea water2574.903microbial sulfate reduction2829.127
molecular sequence data2490.330bacterial sulfate reduction2627.047
microbial sulfate reduction2361.964water column2526.711
anoxic sediments2087.720sequence analysis2415.973
microbial diversity2005.299bacterial dna2294.530
water pollutants1860.786community structure2237.715
sulfate-reducing bacteria srb1830.489sulfur isotope2146.611
bacteria srb1817.006water pollutants2118.381
polymerase chain reaction1771.228sulfate-reducing bacteria srb2054.326
community structure1673.081anaerobic growth1857.022
anaerobic oxidation of methane1625.356sediment pollution1846.179
concentration composition1496.137bacterial community1814.490
nucleotide sequence1488.710dna sequence1650.036
sulfur isotope1488.118hydrogen sulfide1630.322
sediment pollution1484.426negative anaerobic bacteria1579.475
sulfur-reducing bacteria1399.988bacterial gene1398.483
sulfur compounds1373.922concentration composition1336.936
cluster analysis1326.434microbial community composition1304.930
carbon isotope1283.077ground water1271.323
16s rrna gene1271.912sulfate concentrations1264.600
sediment chemistry1270.599formation water1264.305
bacterial gene1270.066environmental monitoring1263.535
bacterial sulfate reduction1256.478bacterial communities1249.555
microbial community composition1254.672bacterial community structure1242.731
fatty acid1254.492bacterial diversity1237.686
sediment analysis1247.659water quality1214.494
microbial activities1190.089surface sediments1203.445
anoxic conditions1172.230total organic carbon1188.517
negative anaerobic bacteria1143.536coastal sediment1156.558
water pollutant1140.514fresh water1088.342
microbial mat1120.384microbial consortium1082.998
water pollution1104.615microbial consortia1035.369
anaerobic growth1104.581sulphate-reducing bacteria1034.809

Remark: 2010-2014 sulfur compounds score 1373.922 vs 2015-2019 sulfur compounds score 5718.542. The item to further study: does increase attention to sulfur compounds concern to water pollution?

The names of files in collection with data: Scopus_539-CONCAT_title-abstrect-indexKW-2010-2014 TermExtract.csv ; Scopus_539-CONCAT_title-abstrect-indexKW-2015-2019 TermExtract.csv

Table 11. Top 57 index KW from Scopus bibliometric data

2010-2014 index KWN2015-2019 index KWN
Geologic Sediments171sediment350
article159Geologic Sediments329
sediment151Bacteria282
Bacteria139sulfate246
Bacteria (microorganisms)123microbiology240
sulfate118metabolism215
microbiology102Bacteria (microorganisms)194
metabolism94bacterium172
microbial community82microbial community169
Phylogeny81article159
Deltaproteobacteria79sulfate-reducing bacterium158
nonhuman76RNA 16S152
sulfate-reducing bacterium74nonhuman151
bacterium72genetics149
RNA, Ribosomal, 16S71chemistry148
phylogeny69Phylogeny134
genetics68RNA, Ribosomal, 16S133
RNA 16S67Deltaproteobacteria131
Archaea66Sulfates127
Sulfates65Oxidation-Reduction126
Oxidation-Reduction64Sulfur compounds125
chemistry56phylogeny125
Molecular Sequence Data55oxidation reduction reaction115
classification54classification112
Sulfate reducing bacteria53Sulfate reducing bacteria110
methane50Archaea109
oxidation reduction reaction50methane100
Sedimentology49microbial activity100
nucleotide sequence49Article97
Methane48China88
microbial activity48isolation and purification87
DNA, Bacterial47Methane86
Water Pollutants, Chemical44water pollutant86
sulfate reducing bacterium44Sediments85
priority journal43Water Pollutants, Chemical85
Sequence Analysis, DNA41sulfate reducing bacterium85
Seawater38priority journal79
isolation and purification37bioremediation77
bacterial DNA35controlled study75
Ecosystem34sulfide75
Sulfur34DNA, Bacterial72
controlled study34Sulfur70
Desulfovibrio33nucleotide sequence67
oxidation33oxidation67
United States32Molecular Sequence Data66
anoxic conditions32Sequence Analysis, DNA64
Anaerobiosis31Biodegradation, Environmental63
Sulfur-Reducing Bacteria31bacterial DNA63
molecular genetics31Groundwater62
Biodegradation, Environmental30Anaerobiosis59
Biodiversity29Desulfovibrio59
concentration (composition)29Seawater59
DNA sequence28concentration (composition)59
sulfide28Biodiversity55
Anoxic sediments27reduction55
Submarine geology27Sedimentology54
Sulfur compounds27anoxic conditions54

Remark: The name of file in collection of data: Scopus_539-indexKW-count-2010-2014_vs_2015-2019_top-100.csv

Scopus_539-CONCAT_title-abstrect-indexKW-2010-2014 TermExtract-Tree

Figure 10. The dendrogram is built by using KH Coder 3 and based on data in the file: Scopus_539-CONCAT_title-abstrect-indexKW-2010-2014 TermExtract.csv

 

Scopus_539-CONCAT_title-abstrect-indexKW-2015-2019 TermExtract-Tree

Figure 11. The dendrogram is built by using KH Coder 3 and based on data in the file: Scopus_539-CONCAT_title-abstrect-indexKW-2015-2019 TermExtract.csv

Table 12. Top 50 key terms. 2010-2014 vs 2015-2019. Adding filter: "sulfur compounds", results by TermExtract .

KW 2010-2014ScoreKW 2015-2019Score
sulfur isotope1488.118sulfur compounds5718.542
sulfur-reducing bacteria1399.988sulfur isotope2146.611
sulfur compounds1373.922sulfur cycle1013.972
sulfur cycle501.950sulfur-reducing bacteria791.350
organic compounds423.397sulfur cycling687.384
mercury compounds396.657sulfur isotope fractionation570.988
methylmercury compounds335.263organic compounds389.071
iron compounds334.559iron compounds382.082
elemental sulfur195.416sulfur reduction367.459
sulfur isotopes173.460sulfur oxidation268.097
sulfur isotope data172.322sulfur isotopes256.151
sulfur cycling161.954native sulfur231.653
sulfur reduction131.857methylmercury compounds219.690
organic sulfur compounds122.126sulfur bacteria196.138
sulfur cycles111.479sulfur-oxidizing bacteria169.140
sulfur-oxidizing bacteria109.773sulfur isotope compositions163.214
sulfur isotope signatures89.032elemental sulfur149.829
organic sulfur compound87.183microbial sulfur isotope fractionation microbial sulfate reduction144.763
desulfovibrio desulfuricans70.845anaerobic sulfur137.715
sulfur dioxide63.988large sulfur isotope fractionation130.334
microbial sulfur metabolism62.233magnitude of sulfur isotope fractionation117.538
sulfur isotope fractionation54.495mercury compounds104.810
aerobic oxidation of sulfur53.257sulfur isotope analysis104.048
green sulfur bacteria51.198microbial sulfur cycling102.975
fractionation of sulfur isotopes50.012sulfur isotope signatures93.091
sulfur isotope evidence46.552sulfur cycling community92.007
filamentous sulfur bacteria44.726sulfur fluxes78.165
total sulfur42.560sulfur isotope composition78.149
sulfur nutrient concentrations41.526reduced sulfur species77.882
negative sulfur isotope values41.244sulfur derivative69.665
marine desulfovibrio sp sulfur isotope effects38.712source of sulfur67.241
stable sulfur isotope fractionation38.492sedimentary sulfur66.756
ferric compounds37.986sulfur precipitation66.450
abundant organic sulfur compounds35.965large native sulfur deposits62.852
inorganic sulfur34.380spatio-temporal dynamics of sulfur bacteria62.569
composition of sulfur isotopes33.421anaerobic sulfur cycle60.475
large sulfur isotope fractionation33.319high sulfur isotope fractionation58.573
sulfur deposits33.143sulfur-oxidizing bacterial community56.157
microbial sulfur disproportionation32.877acidophilic sulfur reduction55.977
stable sulfur isotope results32.745uranium compounds54.589
sulfur isotope fractionations32.237native sulfur deposits53.982
isotopic light sulfur32.030multiple sulfur51.638
hg compounds31.931sulfur isotope record51.336
sulfur sources31.066sulfur compound50.812
biogeochemical cycling of sulfur30.669biological sulfur cycling49.596
associated sulfur isotope fractionation30.420ferric compounds47.556
sulfur determination30.334inorganic compounds45.892
compounds of oil30.163sulfur isotope distributions45.735
sulfur isotope records29.031purple sulfur bacteria psb45.675
large filamentous sulfur bacteria28.731native sulfur formation45.624

Remark: The names of files in collection of data: Scopus_539-CONCAT_title-abstrect-indexKW-2010-2014 TermExtract-Sulfur compounds.csv Scopus_539-CONCAT_title-abstrect-indexKW-2015-2019 TermExtract-Sulfur compounds.csv

dimensions_ai-Sulfur compounds and Petroleum-2010-2015 (near 10) 2016-2019 (near 20)

Figure 12. The number of publications in each year. Data from query ("sulfur compounds" AND petroleum) in dimansions.ai DB

Remark: according to data from dimensions.ai here is the intermittent increase of usage of term "sulfur compounds" after 2015

It is in coincidence with the results in: Scopus-539-KW-co-occurr-730kw-5thr-Overlay.png , Figure 14., Tables 10 and 11

OnePetro

Item: to study context for "sulfur compounds" by AntConc as concordance builder using OnePetro as domain-specific bibliometric DB

Main query: "sulfur compounds". The aim of this study: in witch contexts the term sulfur compounds meet in OnePetro publications.

Comparison 2010-2014 and 2015-2019 contexts for sulfur compounds. Using AntConc to build concordance

Table 13. Concordance for sulfur compounds based on titles and abstracts of bibliometric data 2010-2014 from OnePetro

Nbefore sulfur compoundsafter sulfur compounds
1Fe2O3) and cementite (Fe3C), with little to no indication of any presence of sulfur orsulfur compounds. A sample of the gas from within the outlet header of the WHRU was also collected
2Analysis of Corrosion Scales Formed on Steel at High Temperatures in Hydrocarbons Containing Model Naphthenic Acids andSulfur Compounds Corrosive naphthenic acids and sulfur compounds in crude oils present a major challenge for refineries from
3uenced corrosion was significant. The electron microscope analysis showed that, corrosion products were mainly iron andsulfur compounds, and calcium carbonate. The influence of SRB on corrosion was obtained by experiment between SRB numbers
4reactor where major fraction of feed metals are removed by catalytic hydro-demetalization and 40% to 50% of thesulfur compounds are converted to H2S via catalytic hydro-desulfurization. The mixture then flows to the fixed
52S via catalytic hydro-desulfurization. The mixture then flows to the fixed bed reactors where more difficultsulfur compounds are converted to H2S and some of the remaining feed metals are converted to metal
6Scale of Pipeline Steel Under High H2S/CO2 Partial Pressure ABSTRACT:Corrosion scale composed of iron-sulfur compounds can significantly affect the corrosion process. However, the transition of different crystals along with time and
7corrosion is the main type encountered in H2S/CO2 environments, and corrosion scale composed of iron-sulfur compounds can significantly affect the corrosion process 1~5. Several studies have shown that the corrosion products could be
8re present due to various chemical mechanisms such as: thermochemical sulfate reduction, thermal degradation of organicsulfur compounds, dissolution of pyritic materials and redox reactions with bisulfite oxygen scavengers3. Sulfur can also be formed
9the sulfur distribution in the crude. A considerable amount of mercaptans results from the decomposition of othersulfur compounds during crude distillation and cracking operations. The lower boiling mercaptans have extremely agressive odour and must
10, on the other hand, create a reducing atmosphere in the boiler due to the lack of oxygen.Sulfur compounds from the coal are transformed into highly corrosive gaseous H2S [4]. Subsequent reaction with the metal
11anied by contaminants such as benzene, toluene, xylenes (collectively called BTX), other hydrocarbons, NH3, CO2, N2 andsulfur compounds having detrimental effect on catalytic reactors, where BTX form soot particles and sulfur-hydrocarbons, and clog
12, BTX are the major concern for the sulfur recovery unit operators as they form soot or carbon-sulfur compounds in catalytic units that clog and deactivate the catalysts, and lead to the production of off-
13oils, as well as the CO2/H2S ratio of the gas phase." "Determining the Behavior ofSulfur Compounds in Controlling Preferential Weld Corrosion in CO2- saturated Brine ABSTRACTThis paper presents the application of white
14peratures in Hydrocarbons Containing Model Naphthenic Acids and Sulfur Compounds ABSTRACTCorrosive naphthenic acids andsulfur compounds in crude oils present a major challenge for refineries from a corrosion perspective. Although it is
15n Corrosion TheorySulfidation corrosion theory, also known as sulfidic corrosion, is the corrosion of metal surfaces bysulfur compounds in liquid hydrocarbon is known to increase with both increasing temperature, and sulfur content. The corrosion
16the major reason that resulted in the scaling substance was the corrosion of the container by thesulfur compounds in the chemical material of the cracking unit. Introduce The E252 heat exchanger of 20 million tons
17the major reason that resulted in the scaling substance was the corrosion of the container by thesulfur compounds in the chemical material of the cracking unit. The paper could provide the experience for the
18are sequestered to some extent in the reservoir. Also water usage is lowered and heavy metals andsulfur compounds in the bitumen tend to remain downhole. The overall objective of this research is to understand
19ation can also shift the microbial community toward autotrophic sulfide-oxidizing bacteria capable of oxidizing reducedsulfur compounds. Jenneman et al. reported the ability of nitrate to stimulate the activity of indigenous, anaerobic SOB
20oils present a major challenge for refineries from a corrosion perspective. Although it is accepted that somesulfur compounds may form protective FeS scales on the metal surface and deter corrosion, attempting to correlate the
21air. These sulfur emissions come typically in the form of sulfur dioxide (SO2), created by burning thesulfur compounds naturally existing in oil and gas deposits. Air emissions of SO2 are a primary cause of
22near equilibrium. This applies not only to minerals and formation waters, but also to hydrocarbons and organicsulfur compounds (OSC) in crude oils and condensates. The metastable equilibrium approach pioneered by Helgeson et al. (1993) is
23near equilibrium. This applies not only to minerals and formation waters, but also to hydrocarbons and organicsulfur compounds (OSC) in crude oils and condensates. The metastable equilibrium approach pioneered by Helgeson et al. (1993) is
24pilot and operational test-runs. The HySWEET®MDEA process is under development, for the selective elimination ofsulfur compounds over CO2. Improved mercaptan removal and high energy efficiency have been demonstrated during pilot tests. These
25pH of the production water for the recovery of iodine. The original production water did not containsulfur compounds. The addition of H2SO4 was thought to be promoting the SRB activity in the plant
26(FMT) of the deposit is exceeded, and more so if the molten deposit contains sulfide or reducedsulfur compounds2-8. The practice of maintaining tube temperatures below the first melting point of the deposits has permitted
27correlate well with corrosivity. A fundamental study of the relationships of molecular structures of organic acid andsulfur compounds to corrosivity has been performed in a test unit that simulates corrosion found under vacuum distillation
28) dissolved in white oil (Klearol(2)) having a boiling point range of 225 to 520°C. The organic acids andsulfur compounds used for preparing model mixtures in white oil were purchased from a commercial chemical company." "Controlling

Remark: The file name in the collection of data on Figshare.com: OnePetro_Sulfur compounds CONCAT title abstract 2010-2014-antconc_results.tsv

Table 14. Concordance for sulfur compounds based on titles and abstracts of bibliometric data 2015-2019 from OnePetro

Nbefore sulfur compoundsafter sulfur compounds
1effects of naphthenic acids (NAP) occur in the same temperature range as sulfidation corrosion due to reactivesulfur compounds also contained in crude oils. Efforts of mitigating NAP corrosion of existing equipment by a high
2ide or mercaptan emissions standards. There are several chemistries available for treating hydrocarbon feeds containingsulfur compounds and acidic components like hydrogen sulfide and mercaptans. The early processes included treatment of the hydrocarbon
3gher potential for corrosion damage. Mitigating this corrosion involves several strategies: 8-10" "Corrosivity Study ofSulfur Compounds and Naphthenic Acids under Refinery Conditions AbstractThe potential corrosivity of crude oils is a major concern
4: As the temperature of the asphalt sample increases, HS changes to a vapor phase via degradation ofsulfur compounds, and the mixing and contact time are critical to HS scavenger performance. These finding corroborate those
5influence of crude oil chemistry on naphthenic acid corrosion, the protectiveness of the iron sulfide scale withsulfur compounds, and the ability to resist naphthenic acid corrosion with sulfur speciation including molecular weight, molecular struc
6of several factors including the balance of hydrocarbon to steam, incorporation of process gas dopants (e.g.sulfur compounds), and the surface chemistry of the materials6 that make up the reactor. Understanding the relation between
7pplication due to volatilization and depletion mechanisms. When exposed to aggressive species such as carbon compounds,sulfur compounds, and water vapor, the chromia layer can be stripped leaving the alloy susceptible to carburization and
8novel method which enables sour natural gas to be directly burned for power generation without pretreatment. Oxidizedsulfur compounds are captured by limestone in the combustion process to eliminate downstream sulfur corrosion. The desulfurized flue
9(H2S) and other sulfur compounds removed from gasoline and other fuel products to elemental sulfur. Thesesulfur compounds are contaminants in the upstream processes and various products, and would be pollutants in discharged waste
10schematic process flow diagrams included as Figures 1 and 2. In the sulfur plant section, H2S and othersulfur compounds are converted to elemental sulfur which is condensed to liquid (it can subsequently be solidified into
11atio Effect on Iron Sulfide (FeS) Scale Properties Challenged in Continuous Oil Flow ABSTRACTNaphthenic (NAP) acids andsulfur compounds are important corrosive species contained in low quality crudes and can cause significant equipment damage when
12cause of failures in the refining industry1.Whereas the corrosion mechanism seems straightforward ”metal reacting withsulfur compounds at high temperature resulting in a wall thinning”, multiple parameters have to be taken into account
13and adapt configuration changes of the system to avoid co-elution and for accurate measurement of individualsulfur compounds at ultralow level in the matrix of butane, propane and LNG. This involves standardization, validation and
14) that reacts with the steel surface. It is widely accepted that the corrosion from naphthenic acids andsulfur compounds can be represented by the following reactions: 3, 4" "Guest Editorial: A Carbon Tax Would Be Good for
15and heavier hydrocarbons. Also gases always include the water vapor and components such as nitrogen, hydrogen sulfide,sulfur compounds, carbon dioxide and helium. The two-phase transport, as well as the risk of hydrate blockage
16option is most often used when the recovery of natural-gas liquids is considered. Mercaptans and othersulfur compounds concentrated in the liquid-hydrocarbon cuts are removed through a caustic-soda process or by molecular
17in Europe, Russia and the Middle East, because of the appearance of more stringent specifications for totalsulfur compounds, especially mercaptans (RSH) and carbonyl sulfide (COS). It becomes challenging, nowadays, for oil and gas companies
18have shown that the vast majority of these microbes require thiosulfate, elemental sulfur, (bi) sulfite, and othersulfur compounds for energy production, and can therefore not be cultured using standard oilfield methods. This paper discusses
19their corrosive effect. The FeS scale properties are influenced by different factors such as the types ofsulfur compounds in oil (sulfides, disulfides, mercaptans, thiophenes), NAP acid interactions, temperature, flow conditions - all factor
20COS with propane. The use of methyl mercaptan as calibration standard simplifies the calibration process as allsulfur compounds in our products have equimolar response in SCD. The innovation and advancement made in the instrument
21, also in reservoir units from which no fluids are available. Based on available PVT data, the organo-sulfur compounds in the condensate and the carbon isotope ratios of the adsorbed gas, we were able to
22the sour gas accumulation. The isotopic signature of the gas, together with the composition of the organo-sulfur compounds in the condensate, allow the reconstruction of fluid compositions, which are a critical input parameter for
23s sector." "Identification of Compounds That Effectively Block Microbial H2S Production ABSTRACT Microbial reduction ofsulfur compounds is a concern in many industries due to the toxicity and corrosivity of the chief metabolic
24be formed through natural chemical reactions, a varied population of microorganisms capable of metabolizing an array ofsulfur compounds is responsible for the biotic production of H2S. Current chemical treatment options for remediation of
25the challenges frequently associated with their processing. Most opportunity crudes have increased acidity and reactivesulfur compounds, making high temperature (~220–400°C) sulfidation-naphthenic acid (SNAP) corrosion a key concern for process and corros
26der geologic conditions, with implications for immature petroleum decomposition and Type II-S kerogen maturation. Organ-sulfur compounds may be more reactive than previously assumed, especially in presence of water. Even though the preliminary
27components, revealed that paleo oil has less aromaticity than MPZ oil and lacks aromatic sulfur and di-sulfur compounds, negligible amount of nitrogen compounds, and no resin type components. This study provides in depth information
28of “green” is unclear for many people: does it mean decreasing emissions of polluting agents, such assulfur compounds, nitrogen oxides (NOx), fine particles, etc., all detrimental to human health? Or does it mean decreasing
29the sensor response was evaluated. Sensor response was not affected below 150o F. The effect of organo-sulfur compounds on sensor response was also investigated." "Innovation and Technology Advancements in Measurement of Ultralow Sulfur in
30energy demands with economic impact and benefits.1-7 The main constituents in the crude that cause corrosion aresulfur compounds, organic and inorganic chlorides, salt water, organic and inorganic acids and nitrogen that forms ammonia and
31the world.The natural gas fed to this plant is characterized by the presence of aromatic andsulfur compounds (other than H2S), that can influence the absorption phenomenon, making the multiphysic approach adopted for
32752°F). 2RCOOH + Fe0 → (RCOO) 2Fe + 2H• (1) Over the same temperature ranges, i.e. in similar locations, reactivesulfur compounds oxidize iron metal to form insoluble iron sulfide scales. The sulfidation mechanism involves reactive sulfur (a
33dioxide (CO2) removal. Sour-gas processing has recently seen the requirement of more-stringent specifications for totalsulfur compounds, particularly mercaptans and carbonyl sulfide. Producing sour-gas fields in an economic way became a challenge.
344, 20%CO2 and 12%H2S). Analytical work indicated that the nitrogen containing corrosion inhibitor (CI) polymerized withsulfur compounds (polysulfides, elemental sulfur and/or H2S) in a type of a vulcanization process resulting in
35Reduce the Number of Catalytic Units in Sulfur Recovery Units This document is an expanded abstract. SummarySulfur compounds present in crude oil and gas are absorbed primarily in the form of acid gas (H2
36growing in the anoxic zone at the bottom of waste water treatment equipment reduce sulfate and othersulfur compounds present in the waste water into H2S. The gaseous H2S rises and seeps into
37nfluenced by a number of critical factors including concentration and molecular characteristics of naphthenic acids andsulfur compounds, process temperature, oil fluid velocity and wall shear stress. This paper will comparatively and comprehensively revie
38” crudes, which are usually lower quality, higher corrosivity crude oils with higher levels of naphthenic acids andsulfur compounds. Processing of these high acid, high sulfur crudes has engendered significant corrosion concerns in hot oil
39“alternate” crudes, which are usually low quality corrosive crude oils with high concentrations of naphthenic acids andsulfur compounds.5 Processing of these highly acidic and sulfur-containing crudes at high temperatures in refineries has promoted
40“alternate” crudes, which are usually low quality corrosive crude oils with high concentrations of naphthenic acids andsulfur compounds. 8 Processing of these highly acidic and sulfur-containing crudes at high temperatures in refineries has promoted
41are used in refineries and production gas plants to process the hydrogen sulfide (H2S) and othersulfur compounds removed from gasoline and other fuel products to elemental sulfur. These sulfur compounds are contaminants in
42or associated gas reserves are currently identified as sour gases containing CO2, H2S and/or othersulfur compounds, representing over 2600 trillion Cubic Feet (TCF). Dedicated treatments must be used to achieve the required specificat
43KOH required to neutralize acid in one gram of oil). Crude oil contains a wide variety ofsulfur compounds, some reactive and some not - reactive sulfur compounds thermally decompose to form hydrogen sulfide (H2S)
44ive, acidophilic and chemolithotropic bacterium that utilizes oxidation of ferrous ions, hydrogen and reduced inorganicsulfur compounds, such as H2S, as sources of energy. Sulfur oxidation in A. ferroxidans is catalyzed by
45GC with SCD has been identified as the best suitable one, for our products to determine individualsulfur compounds such as hydrogen sulfide, carbonyl sulfide, methyl, ethyl, propyl, butyl mercaptans and total sulfur. Several trails
46ossibly promote local modifications of physico-chemical conditions at the interface. Furthermore, SRB proliferate usingsulfur compounds such as sulfate, sulfite and sulfur as an electron acceptor that results in sulfide production. Sulfide
47ompounds based on amine technology such as quaternary amines, amine ethoxylates, imidazolines and polyamides as well assulfur compounds such as thiourea. Phosphate esters and organic boron compounds may also be used, which are not
48difficult to control. This experimental work intended to evaluate the properties of FeS scales formed from modelsulfur compounds (sulfides and mercaptans) in interaction with NAP acids using the “pretreatment - challenge” test protocol. According t
492S production and reservoir souring. These microbes are capable of reducing, not only sulfate, but most availablesulfur compounds that are present in the reservoir. A new class of compounds was recently identified and characterized
50sulfidic corrosion (also known as sulfidation corrosion), is defined as the corrosion of metals/alloys by organicsulfur compounds that are typically present in liquid hydrocarbons. Sulfidic corrosion is a well-known corrosion mechanism in
51one five- or six-member rings. In the refinery, NAP corrosion is accompanied by corrosion from reactivesulfur compounds (that may form H2S). High-temperature corrosion of steel is commonly represented by the following
52burner and improved vacuum level by frequent maintenance of pumps improved the accuracy level of determination ofsulfur compounds. The products from plant were tested and monitored for these sulfur impurities daily and their level
53of oil). Crude oil contains a wide variety of sulfur compounds, some reactive and some not - reactivesulfur compounds thermally decompose to form hydrogen sulfide (H2S) that reacts with the steel surface. It is
545 wt% on average. High-temperature sulfidic corrosion involves two steps: 1) thermal cracking of carbon-sulfur bonds insulfur compounds to generate H2S; and 2) interaction of the H2S with iron in the steel to
55to reservoir souring and highlight the need for additional field applications.INTRODUCTIONMicrobiological reduction ofsulfur compounds to hydrogen sulfide (H2S) within oil and gas production systems can have detrimental impacts on
56pulations with a biocide or using calcium nitrate to selectively grow microorganisms that metabolize nitrate instead ofsulfur compounds. We have recently identified a number of novel compounds that have been proven successful in the
57corrosivity. In this paper, the relative corrosivities of different types of sulfur species are explored. Four modelsulfur compounds were chosen based on relative thermal stability of carbon-sulfur bonds, which increased in the order
58gas and condensate, which can be thermally extracted and analyzed. The extracted condensates are enriched in organo-sulfur compounds, which can be used as proxies for the Thermochemical Sulfate Reduction (TSR) reaction and thus for
59able to grow on the aerobic section of the equipment and oxidize the H2S into acidicsulfur compounds which will quickly degrade concrete.5 SOB have also been implicated in the corrosion of metals. Beech

Remark: The file name in the collection with data on Figshare.com:OnePetro_Sulfur compounds CONCAT title abstract 2015-2019-antconc_results.tsv

28 results in 2010-2015 vs 59 results in 2015-2019. It is in coincidence with the results from Scopus and Dimensions.ai

The file name in the collection of data on Figshare.com (OnePetro): Scholarly Works over time data.csv

Scholarly Works over time

Figure 13. The number of publications by year. The average number of publications in 2015-2019 do not dramatically change comprised to 2010-2014, so the intermittent increase of usage of the term "sulfur compounds" after 2015 could not be explained by the increase of the number of publications

Scopus 2136 sulfur compounds petroleum-Analyze-Year

Figure 14. Increasing interest in the topic "Sulfur compounds AND petroleum" after 2015

Table 15. KW plus from WoS 165 results, comprise 2010-2014 vs 2015-2019

2010-2014 KWplus 2015-2019 KWplusN
SULFATE-REDUCING BACTERIA32SULFATE-REDUCING BACTERIA35
SEDIMENTS10REDUCTION9
ORGANIC-MATTER9MARINE-SEDIMENTS8
DIVERSITY7DIVERSITY7
CARBON-STEEL6SULFATE-REDUCING BACTERIUM6
HYDROGEN-SULFIDE6ANAEROBIC OXIDATION5
MARINE-SEDIMENTS6BACTERIA5
MICROBIAL COMMUNITIES6BIODEGRADATION5
OXIDATION5GROWTH5
REDUCTION5MODEL5
SP-NOV5ORGANIC-MATTER5
16S RIBOSOMAL-RNA4PRECIPITATION5
BACTERIA4DEEP4
EVOLUTION4HYDROGEN-SULFIDE4
IRON4METHANE PRODUCTION4
MICROBIAL MEDIATION4SEDIMENTS4
PRECIPITATION4SP-NOV.4
SULFATE-REDUCING BACTERIUM4WATER4
ANAEROBIC METHANE OXIDATION3ARCHAEA3
ARCHAEA3AROMATIC-HYDROCARBONS3
BLACK-SEA3CARBON3
CALCIUM-CARBONATE3CHEMISTRY3
CARBON3CLAY3
CHEMISTRY3COMMUNITY3
DE-FUCA RIDGE3COMPACTED BENTONITE3
DEEP3EVOLUTION3
DEEP SUBSURFACE3EXTRACELLULAR POLYMERIC SUBSTANCES3
DOLOMITE PRECIPITATION3GENOME SEQUENCE3
ENVIRONMENT3GRANITIC GROUNDWATER3
ESCHERICHIA-COLI3IRON3

The file name in the collection of data on Figshare.com (WoS) WoS-165-KWplus-2010-2014-vs-2015-2019-count.csv

Addons

Addon 1: DATA from Scopus Analyze

Remark: you could download all files collection from Figshare.com as zip archive, browse them by names, or relatives links in .md or .html file

The file name in the collection with data on Figshare.com: Scopus-539-Analyze-Affiliation.csv

Scopus-539-Analyze-Affiliation

The file name in the collection with data on Figshare.com: Scopus-539-Analyze-Author.csv

Scopus-539-Analyze-Author

The file name in the collection with data on Figshare.com: Scopus-539-Analyze-Country.csv

Scopus-539-Analyze-Country

The file name in the collection with data on Figshare.com: Scopus-539-Analyze-FundingSponsor.csv

Scopus-539-Analyze-FundingSponsor

The file name in the collection with data on Figshare.com: Scopus-539-Analyze-Source.csv

Scopus-539-Analyze-Source

The file name in the collection with data on Figshare.com: Scopus-539-Analyze-Subject.csv

Scopus-539-Analyze-Subject

The file name in the collection with data on Figshare.com: Scopus-539-Analyze-Year.csv

Scopus-539-Analyze-Year

The file name in the collection of data on Figshare.com: Scopus-539-Bibliographic_coupling-Organizations-2thr.txt

The file name in the collection of data on Figshare.com: Scopus-539-Co-occurrence Network Louvain bibliometrix.xlsx

Scopus-539-KW-co-occurr-730kw-5thr.txt

Table 16. Main information about collection of 539 bibliometrics data from Scopus (by Bibliometrix R package)

DescriptionResults
Documents538
Sources (Journals, Books, etc.)182
Keywords Plus (ID)5141
Author's Keywords (DE)1177
Period2010 - 2019
Average citations per documents19.64
Authors2325
Author Appearances3066
Authors of single-authored documents12
Authors of multi-authored documents2313
Single-authored documents13
Documents per Author0.231
Authors per Document4.32
Co-Authors per Documents5.7
Collaboration Index4.41
  
Document types 
ARTICLE499
BOOK CHAPTER9
CONFERENCE PAPER18
CONFERENCE REVIEW2
LETTER3
REVIEW7

The file name in the collection of data on Figshare.com: Scopus-539-Main Information about the collection bibliometrix.csv

The file name in the collection of data on Figshare.com: Scopus-539-source Source Impact bibliometrix.csv

Scopus-539-Thematic Map Authors KeyWords bibliometrix

Figure 15. Thematic Map build by Bibliometrix R package for "Authors KeyWords" field from 539 Scopus data

Co-word analysis draws clusters of keywords. They are considered as themes, whose density and centrality can be used in classifying themes and mapping in a two-dimensional diagram. http://bibliometrix.org/documents/bibliometrix_Report.html

Definitions: In graph theory and network analysis, indicators of centrality identify the most important vertices within a graph. “Network density” describes the portion of the potential connections in a network that are actual connections.

The file name in the collection of data on Figshare.com: Scopus-539-Thematic Map Authors KeyWords bibliometrix.xlsx

Scopus-539-Topic Dendrogram Authors KeyWords bibliometrix

Figure 16. The Topic dendrogram build by Bibliometrix R package for "Authors KeyWords" field from 539 Scopus data

The file name in the collection of data on Figshare.com: sulfate_redusing_PMC_2019-09-30_ KW.txt - KW from from Europe PubMed Central API by VOSviewer

Addon 2. Some information by Lens.org

Remark: you could download all files collection from Figshare.com as zip archive, browse them by names, or relatives links in .md or .html file

Table 17. Top 30 fields of study vs number of published documents

Field of StudyDocument Count
Biology497
Ecology473
Geology280
Chemistry211
Sulfate208
Environmental chemistry168
Sediment168
Sulfate-reducing bacteria165
Geochemistry134
Bacteria131
Microbial population biology127
Microbiology118
Sulfur113
Archaea103
Anoxic waters92
Botany89
Methane86
Anaerobic oxidation of methane85
Sulfide85
Geomorphology83
Biogeochemical cycle81
Organic matter80
Inorganic chemistry75
Environmental engineering68
Mineralogy68
Biochemistry66
Groundwater64
Microorganism64
Methanogenesis63
Paleontology62

Remark: The file name in the collection of data on Figshare.com: Top Fields of Study data.csv

 

Top Institutions by number of Scholarly Works

Figure 17. Top Institutions by number of Scholarly Works

Remark: The file name in the collection of data on Figshare.com: Top Institutions by number of Scholarly Works data.csv

Top Journals by Publisher

Figure 18. Top Journals by Publisher. The file name in the collection of data on Figshare.com: Top Journals by Publisher data.csv

Top Publishers

Figure 18. Top Publishers. The file name in the collection of data on Figshare.com: Top Publishers data.csv

Addon 3. Direct links to large figure files on figshare.com (file names are self explain)

Remark: LIKE geo Source Title stand for "Source Title" field contain the substring "geo"; Field of Study KW VOSviewer stand for the values of the field "Field of Study" in Lens data were used as KW in VOSviewer; CONCAT - fields title-abstrect-indexKW in Scopus data were concatenate, clean and then used as corpus for TermExtract of KH Coder 3; 5thr stand for threshold 5 in VOSviewer; PMC - data from Europe PubMed Central API by VOSviewer; LIKE China Funding - the field "Funding Details" of Lens contain the substring "China Funding"

Addon 4. The reasons for choosing main query

Sulfate-reducing
Scholarly Works (102,846) = Sulfate-reducing
Filters: Year published = ( 1950 - 2019 ) Publication Type = ( Journal Article , Conference Proceedings Article )
Scholarly Works (52,754) = Sulfate-reducing
Filters: Year published = ( 2010 - 2019 ) Publication Type = ( Journal Article , Conference Proceedings Article
Scholarly Works (5,059) = "Sulfate-reducing"
Filters: Year published = ( 2010 - 2019 ) Publication Type = ( Journal Article , Conference Proceedings Article
Scholarly Works (5,059) = "Sulfate reducing"
Filters: Year published = ( 2010 - 2019 ) Publication Type = ( Journal Article , Conference Proceedings Article
So, "Sulfate-reducing" or "Sulfate reducing" it does not matter
Works in Set - 5,059
Works Cited by Patents - 177
Citing Patents - 294
Patent Citations - 328
Works Cited by Scholarly - 4,131
Scholarly Citations - 88,147

Scholarly Works (1,080) = "Sulfate reducing" AND geolog* - the choice for this report
Filters: Year published = ( 2010 - 2019 ) Publication Type = ( Journal Article , Conference Proceedings Article
Works in Set -1,080
Works Cited by Patents - 23
Citing Patents - 29
Patent Citations - 31
Works Cited by Scholarly - 995
Scholarly Citations - 23,648

SCOPUS
TITLE-ABS-KEY ( ( sulfate-reducing ) AND geolog* ) AND PUBYEAR > 2009; 539 document results

Funding:

The state contract #АААА-А19-119101690016-9 of the Ministry of Science and Higher Education of the Russian Federation

References:


Boris Chigarev ORCID 0000-0001-9903-2800 https://figshare.com/authors/Boris_Chigarev/6474086