Coal Quality and Resources of the Former Soviet Union – An ArcView Project By Michael E. Brownfield1, Douglas W. Steinshouer2, Mikhail Yu. Povarennykh3, Ivan Eriomin4, Mikhail Shpirt4, Yevgeny Meitov5, Irena Sharova5, Nina Goriunova4, and Margarita V. Zyrianova2 1 U.S. Geological Survey, Denver, CO 80225 Contractor to the U.S. Geological Survey 3 Vernadsky State Geological Museum, Moscow, Russia 103009 4 Fossil Fuel Institute, Russian Federation Ministry of Geology, Moscow, 5 Institute of Mineralogy, Geochemistry and Crystal Chemistry of Rare Elements, Russian Academy of Sciences, Moscow 2 Introduction The U.S. Geological Survey (USGS), the Committee on Geology of the Use of Subsurface Resources of the Russian Federation (ROSKOMNEDRA), and the Russian Academy of Sciences (RAS) have signed a Memorandum of Understanding (MOU) on Cooperation in Geoscience. The USGS, the Vernadsky State Geologic Museum (VSGM) representing the ROSKOMNEDRA, and the RAS collaborated to produce a Geographic Information System (GIS) product that contains information on geology, resources, and quality of coal from the Former Soviet Union (FSU). The FSU includes the Russian Federation (RF), the Commonwealth of Independent States (CIS), and the countries of Estonia, Latvia, and Lithuania (fig. 1). The purpose of the GIS project is to integrate views of the geology, coal basins and deposits by coal rank, coal reserves and resource categories, rail lines, rivers, and roads of the FSU utilizing Environmental Systems Research Institute, Inc. (ESRI) ArcInfo and ArcView software. The Russian coauthors supplied ArcInfo files that were modified by the USGS and combined with USGS data files to create an ArcView project. Coal deposit data contained in this project were selected from monographs, reference books, and unpublished sources of data that were reviewed and deemed reliable by the authors. Information on the deposit name, location, age, and rank are included in the database and obtained from Russian geologic maps and publications. The database includes more than 265 coal deposit data points with information on the deposit name, location, age, and rank; coal reserve and resource reliability categories are listed for 671 coal-bearing areas in the FSU. According to several studies, within the boundaries of the FSU there are hundreds of coal deposits (figs. 2 and 3) that contain as much as 40 to 50 percent of the Earth’s total coal resources. Russia is the sixth largest coal producer in the world with a total coal production of 163 million metric tons (World Coal Institute, 2000) and coal exports of less than 27 million metric tons in 1999 (Knapp, 2000). Coal deposits in the FSU formed under diverse geochemical and climatic conditions, have undergone various structural histories, and are found in 8 geological periods: Devonian, Carboniferous, Permian, Triassic, Jurassic, Cretaceous, Paleogene and Neogene. Because of this diversity the coal quality shows wide ranges in composition. Coal samples included in the coal sample point database were selected from the most reliable sources of data critically reviewed by the Russian coauthors. Coal quality and chemical analyses are included for 180 coal samples with information on deposit name, location, age, rank, mine name and operator, lithology of coal-bearing rocks, proximate and ultimate analyses, mineral composition, and major-, minor-, and trace-element content. This is the most comprehensive study compiled by the USGS to date of the coal in the FSU. Figure 1. Map showing countries included in the Former Soviet Union. Russian Standard classification for FSU coals Because of differing classification schemes, it is sometimes difficult to compare Russian coals with the same coal rank (equivalent to Russian coal mark) from different basins and deposits, as well as to compare Russian coals with coals from other countries (USA, Australia, Southern Africa, Great Britain) that have developed their own coal classifications. The Committee of the Russian Federation for Standardization, Metrology, and Certification (GOSSTANDART or GOST) and its FSU predecessor approved several classification systems in an attempt to standardize the coal classification (Babkin (1981), GOST 21489-76; Yeriomin (1988), GOST 25543-88; Fiodorova (1995), GOST 30313-95). The GOSSTANDART (GOST 25543-88) standard classification of coals for the Former Soviet Union coals describes brown and hard coals and anthracites (Yeriomin, 1988). The Russian classification suggests that all physical, mechanical, chemical, and technological characteristics of organic fraction of coal could be derived from the mutual influence of the following three factors: (1) the coal metamorphism grade, (2) the petrographic composition, and (3) the degree of reductibility (Eriomin and Bronovetz, 1994). The coal metamorphism grade is characterized by the vitrinite reflectance index in immersion oil (Rr, in percent) while the petrographic composition is characterized by the fusinized micro components content (OK, in percent, i.e. inertinite, column Inertinite, Standard Characteristics table, Appendix B), and the degree of reductibility is differentiated by a variety of characteristics for different ranks. For coals of low rank, the degree of reductibility is characterized by the semi-coking resin yield (column Resin, Standard Characteristics table, Appendix B) on a dry ash free basis (Tskdaf, in weight percent). For coals of medium rank, this parameter is characterized by the volatile matter yield (column Volmat, Standard Characteristics table, Appendix B) on a dry ash free basis (Vdaf, in weight percent) and the coal caking ability that can be evaluated by the thickness of the Sapozhnikov plastic layer index (Y, in mm, Sapozhnikov and Bazilevich, 1935; Eriomin and Bronovetz, 1987, column Plasticthk, Standard Characteristics table, Appendix B). For coals of high rank (anthracites), the degree of reductibility can be determined by the anisotropy of the vitrinite reflectance index (AR, in percent, column Anistotropy, Standard Characteristics table, Appendix B).According to the above parameters, Russian coal marks were developed and subdivided into groups and subgroups. Within the coals of low rank (brown), one coal mark B and three groups 1B, 2B, 3B are classified. Within the coals of medium rank, 15 marks D, DG, G, GzhO, GZh, Zh, KZh, K, KO, KSN, KS, OS, TS, SS, T and 21 coal groups 1G, 2G, 1GzhO, 2GZhO, 1GZh, 2GZh, 1Zh, 2Zh, 1K, 2K, 1KO, 2KO, 1KS, 2KS, 1OS, 2OS, 1SS, 2SS, 3SS, 1T, 2T are classified. Within coals of high rank, one coal mark A and three groups, 1A, 2A, and 3A, are classified. Figure 2. Chernogorsky strip mine, located in the high volatile bituminous (Coal mark D) Permian Chernogorskoye coal deposit, Krasnoyarsky district, Khakassiya region, Minusinsky coal basin, Russia. Photo by Mikhail Povarennykh, Vernadsky State Geological Museum. Figure 3. Neriungrinsky strip mine, located in the bituminous (coal mark SS) Jurassic Neriungrinskoye coal deposit, Yakutiya region, Yuzhno-Yakutsky coal basin, Russia. Photo by Mikhail Povarennykh, Vernadsky State Geological Museum. The comparison between the Russian coal marks classified according to the GOST 25543-88 standards and the American Society for Testing and Materials (ASTM) standard coal classification ASTM D388-98a (American Society for Testing and Materials, 1999; table 1, p.188) was approximated by the Russian coauthors as follows: 1. Coal in the 1B group corresponds to lignite A and B; 2. coal in the 2B group corresponds to subbituminous C coal; 3. coal in the 3B group corresponds to subbituminous B coal; 4. coal in coal mark D corresponds to subbituminous A coal; 5. coal in coal marks DG, G, GZhO, GZh, and part of the mark Zh correspond to high volatile bituminous coals; 6. coal in coal marks KZh, K, KO, KSN, KS, and the remaining part of the mark Zh correspond to medium volatile bituminous coals; 7. coal in coal marks OS and TS correspond to low volatile bituminous coals; 8. coal in coal mark T mainly corresponds to semi-anthracite; 9. coal in the groups PA, 1A, and 2A corresponds to semi-anthracites and anthracites; and 10. coal in the group 3A corresponds mainly to meta-anthracite. The Russian coal mark SS classified within the GOST standard can not be compared with ASTM D388-98a standard due to the fact that regardless of the different values of the volatile matter, they cannot be caked or agglomerated mainly due to high inertinite content, more than 60 percent. The USGS has modified the above comparisons in table 1 to include the missing coal ranks listed in the ASTM standard classification. There can be significant variation in the composition and characteristics of vitrinite, inertinite and liptinite for coal with equal reflectance indexes. This variation was described as the “degree of reductibility” by the Russian investigators Eriomin and Bronovetz (1994). As a result of these variations, they developed their own coal classification and applied it to all the main coal producing basins of Russia, such as the Kuznetsky, Pechorsky, Donetsky, and Kansko-Achinsky basins. Table 1. Approximate coal rank relationships between the Former Soviet Union (GOSSTANDART) and United States (ASTM) coal classifications. Exact equivalence of a particular sample is difficult because the conditions of sample handling and chemical analyses, and variation in usage of terms in the coal industry in the Former Soviet Union is often unclear. FSU, GOST 25543-88 USA, ASTM 380-98a ligB 1B Lignite Brown ligA Brown (B) Coals 2B subC 3B subB Subbituminous Long-Flame (D) Long-Flame-Gas (DG), Gas(G), GasFat(GZh), Gas-Fat-Mearge(GZhO), and part Fat(Zh) Hard Coals Fat(Zh), Coking-Fat(KZh), Coking(K), Coking-Mearge(KO), Coking-Caking(KSN and KS) Mearge-Caking (OS) and Lean-Caking (TS) Lean (T) Semi-anthracite (PA) A1 Anthracites (A) A2 A3 sub A hvCb hvBb hvAb mvb Bituminous lvb sa an Anthracitic ma Russian Coal Quality and Resources and Associated Databases and Methods The purpose of this ArcView project is to integrate ArcInfo files of the geology, coal basins and deposits by coal rank, coal reserves and resource categories, with rail lines, rivers, and roads of the FSU as supplied by the Russian coauthors. The USGS compiled a coal quality database from data reviewed and deemed reliable by the Russian coauthors. Coal deposit data points with information on the deposit name, location, age, and rank were included in the database, while coal quality and chemical analyses were included for selected data points (see Appendix B). The Russian coauthors supplied ArcInfo files that were modified by the USGS and combined with USGS data files to create an ArcView project. The project includes 267 coal deposit data points (coal deposit theme) containing information on the deposit name, location, age, and rank, while coal quality and chemical analyses were included for 180 commercial and composite coal samples (coal sample point theme). The commercial sample is a composite run-of-mine sample consisting of 15 to 30 primary samples obtained during a 3 to 4 month period of coal mining. The composite sample represents 100 or more primary trench samples collected from a coal bed in a coalfield or coal basin. The coal resources theme contains 671 data entries listing coal reserve, coal resource, and potential coal resource reliability categories subdivided by Russian coal mark, territory name and age, and deposit name and age. To begin characterizing the Russian coals, information was first compiled from the large coal basins and deposits in the FSU. Among the first 90 coal samples included in the database, the largest number of samples (30) is from the Kuznetsky coal basin, which is the largest coal producing basin in the FSU. The Kuznetsky basin produces about 50 percent of all exploited coal, including almost all of the hard coal produced in the Russian Federation. This situation is expected to continue for many years. Data from the Donetsky, KanskoAchinsky, and Pechorsky large coal basins and well as other smaller producing basins were also included in the database. All coal characteristics (Appendix B) were obtained according to analytical methods corresponding with the standards of either the International Organization for Standardization (ISO) or Russian GOST standards (excluding those mentioned below). According to the GOST standards, liptinite content (column Liptinite, Standard Characteristics table Appendix B), total moisture (column Moisture, Standard Characteristics table Appendix B), humic acids content (column Hum_Acid, Standard Characteristics table Appendix B), and yield of semi-coking resin (column Resin, Standard Characteristics table Appendix B) were specified for brown coals. For hard coals, Roga index (column Roga, Standard Characteristics table Appendix B) and free crucible swelling number (column Freeswell, Standard Characteristics table Appendix B) were specified. For anthracites, anisotropy of reflectance (column Anisotropy, Standard Characteristics table Appendix B) was specified. The coal sample point theme database presented in the ArcView project contains the following files: general.dbf contains the fields described in table 1 (Appendix B); std_char.dbf contains the fields described in table 2 (Appendix B); mineral.dbf contains the fields described in tables 3 (Appendix B); elemcomp.dbf contains the fields described in table 4 (Appendix B); and washdata.dbf contains the fields described in table 5 (Appendix B). Database fields in the above dbf files are described in Appendix B and data dictionary files are located within the directories fsucoal/doc and fsucoal/html. All files are situated within the directory fsucoal/tables/ on the CD-ROM in 3 file formats: (1) comma delineated (csv), (2) Dbase (dbf0, and (3) Microsoft Excel (xls). If a Russian coal deposit contained only one bed, the value 1 was assigned in the DEPTYPE column in the coal sample point data base (Appendix B, General characteristics, table 1); in case of a multi-bed deposit (2 to 4 beds,) the value 2 was assigned; and in case of more than 4 beds in the deposit, the value 3 was assigned. The subdivisions of coal bed dip are based on the following Russian dip angle classes: horizontal is less than 10o, slope ranges from 10 to 20o, inclined ranges from 20 to 45o, and steep is greater than 45o. These class values were combined and listed in the Dip column of the coal sample point database (Appendix B, General characteristics, column DIP). Coal marks according to GOST 25543-88 are specified by Cyrillic letters (Yeriomin, 1988), but are designated by the transliterated Roman character equivalents in the database (column Gostmark, General Characteristics table, Appendix B) and the map legends in the ArcView project as follows: brown (B); long-flame (D); gas (G); gas and fat (GZh); gas, fat, and mearge (GZhO);. fat (Zh); KZh – coking and fat (KZh); coking (K); coking and mearge (KO); KSH – coking and caking, low metamorphosed (KSN); coking and caking (KS); mearge and caking (OS); lean and caking (TS); weakly to non caking (SS); lean (T); anthracite (A); semi-anthracite (PA); and meta-anthracite (MA). For brown coals, the group name (B) of coal will not be listed, instead the subgroup (1B, 2B and 3B) in the column GOSTMARK of the database will be listed. Paleogene age of coals and coal-bearing strata are represented on the maps, in legends, and in the coal quality database (coal sample point theme) as "Pg" (General Characteristics table, Appendix B, column AGE). Because of the low degree of coalification of brown coals and the fact that the coalassociated rocks are very often weakly cemented, the lithological composition of brown coals in the coal data point theme database will be listed as follows: in the column name SANDSTONE, weight percent sands are presented; in column SILTSTONE, weight percent silt is listed; in column ARGILLITE, weight percent clays is listed; and in column CARBARGIL, weight percent coaly clays is listed. The letter notations are used for rock unit ages and Russian suites, subseries and series in the Coal Resources of the Former Soviet Union and Surface Geology of the Former Soviet Union views and in their associated databases. An example of this letter notation is listed in table 2. Table 2. Coal-bearing rocks of the Kuznetsky basin include the following series, subseries and suites (from the younger to the older ones): Series Tarbaganskaya Subseries Mal`tsevskaya Erunakovskaya P2 er Kol`chuginskaya Il`yinskaya P2 il Balakhonskaya Upper-Balakhonskaya P1 bl2 Suite Konglomeratovaya J1-3 kg Upper-Mal`tsevskaya T1 m2 Lower-Mal`tsevskaya T1 m1 Tailuganskaya P2tg Gramoteinskaya P2 gr Leninskaya P2 ln Uskatskaya P2 usk Kazankovo-Markinskaya P2 km Kuznetskaya P2 ks Usiatskaya P1us Kemerovskaya P1 km Ishanovskaya P1 i Mineral matter content (column min_mat, Standard Characteristics table, Appendix B) on a dry basis (Md) in coals of the Kuznetsky basin was evaluated according to the following relationships from ash content (column Ash, Standard Characteristics table, Appendix B) on a dry basis (Ad) where carbon (column Carbon, Standard Characteristics table, Appendix B) on a dry, ash free basis (Cdaf) was obtained by the authors from statistical analysis of experimental data: Md = 1.11Ad (Cdaf less than or equal to 80 percent); Md = 1.08Ad (Cdaf more than 80% and less than 90 percent); and Md = 1.05Ad (Cdaf more than or equal to 90 percent). Most of the data included in the project databases are from literature devoted to traceelement studies of Russian coals conducted during the past 50 years. The trace-element data through 1985 was summarized in a monograph by Yudovitch and others (1985), and in the newer published data ( Kler and others, 1987; Kler and others, 1988; Shpirt and others, 1990; Cherepovsky and others, 1996). The coal sample database also contains data from Ulianov (1975) and unpublished analytical data obtained by the Russian coauthors for some samples. Much of the data was hard to compare due to different analytical methods that vary in their accuracy and sensitivity so care should be taken will using the data. Chemical data for the commodity and composite coal samples are given as average values. The following analytical methods were used to obtain major-, minor-, and traceelement data listed in the coal sample point database (Appendix B, table 4, Major-, minor-, and trace-element contents in coal, elemcomp.dbf): (1) Quantitative Spectral Analysis; (2) Semiquantitative Spectral Analysis; (3) Flame Spectroscopy; (4) Instrumental Neutron Activation Spectroscopy (INAA); (5) Photometric Analysis; (6) Photocolorimetric Analysis; 7) Colorimetric Analysis; (8) Fluorescent Analysis; (9) Atomic Absorption Analysis (AAA); (10) Chemical Spectral Analysis; (11) Spectral Radiometric Analysis; and (12) Inductively Coupled Plasma Mass Spectroscopy (ICP-MS). The elements Al, Ca, Fe, K, Mg, Na, Si, and Ti were determined by “wet” silicate chemical analysis with detection limits ranging from 0.01-0.05 percent. They are expressed as oxides in the coal sample point database (Appendix B, table 4, Major-, minor-, and traceelement contents) and not repeated as individual elements in the database. Titanium was also determined on an element basis by photocolourimetric methods (column TI_PPM, Appendix B, table 4, Major-, minor-, and trace-element contents). Detection limits and sensitivity of these analytical methods for specific elements are reported in Shpirt and others (1990) and Cherepovsky and others (1996). Table 3 shows the analytical method used for selected elements with the detection limit listed in percent by whole coal or coal ash basis. The analytical method document number is listed where it has been approved by GOSSTANDART or the Scientific Council on Analytical Methods (NSAM). Where the listed method has not been approved, the institute proposing the standard method is listed. Coefficients of concentration (Ki, table 4, Major-, minor-, and trace-element contents, Appendix B) were calculated by the following method: dividing the average element content in the sample by its background content or average element content in analyzed coals of the Former Soviet Union reported in Yudovitch and others (1985), Kler and others, (1987), and Shpirt and others (1990). The average background-element values (in ppm) are: Ag (0.1); As (25); Au (0.002); B (80); Ba (150); Be (2.5); Bi (0.2); Br (10); Cd (0.3 and 0.6, lignite and hard coal, respectively); Ce (3); Cl (110); Co (5); Cr (18); Cs (1.5); Cu (10); Dy (1.9); Er (0.9); Eu (0.5); F (80 and 110, lignite and hard coal, respectively); Ga (10); Gd (0.8); Ge (1.5); Hg (0.05); Hf (0.2); Ho (0.2); I (15); In (0.02); La (1.5); Li (6); Lu (0.4); Mn (150); Mo (2); Nb (1.2); Ni (10); P (130 and 200, lignite and hard coal, respectively); Pb (15); Rb (17); Sb (1.2); Sc (1.8); Se (3); Sm (2.4); Sn (1); Sr (80); Ta (0.20); Tb (0.6); Te (0.1); Th (6.3 and 6.5, lignite and hard coal, respectively); Ti (1600); Tl (0.1); Tm (0.1); U (2); V (30); W (1.50; Y (10); Yb (0.9); Zn (35); Zr (50). The geochemical specialization of the coal (KSi) column in the coal sample point database (Appendix B, table 4, elemcomp.dbf) lists elements which may have bi-product utilization potential. Elements listed must have contents greater than two times the average backgrounds listed above. Coals having contents of uranium and thorium above the detection limit (table 3) are listed in the TOXICS column (Appendix B, table 4, Major-, minor-, trace-element contents), as well as coals containing elevated contents of As (greater than 300 ppm), Be (greater than 50 ppm), and F (greater than 500 ppm). Coals containing elevated contents of potentially toxic elements such as Co (greater than 100 ppm), Cr (greater than 100 ppm), Hg (greater than 0.5 ppm), Mn (greater than 1000 ppm), Ni (greater than 100 ppm), Pb (greater than 50 ppm), and V (greater than 100 ppm) are also listed in the Toxics column. Washability of coal (Appendix B, table 5), corresponds to size fractions and density fractions with the following densities values: less than 1,300 kg/m3 (column DEN_LT13), from 1,300 to 1,400 kg/m3 (column DEN_13_14), from 1,400 to 1,500 kg/m3 (column DEN_14_15), from 1,500 to 1,600 kg/m3 (column DEN_15_16), from 1,600 to 1,800 kg/m3 (column DEN_16_18), from 1,800 to 2,000 kg/m3 (column DEN_18_20), and greater than 2,000 kg/m3 (column DEN_GT20). Column DEN_SUM corresponds to the sum of the different density fractions. Columns corresponding to ash yields of the density fractions are also listed. Column ASH_AVE corresponds to the average value ash yield. The washability data of the mines and open-strips of the Kuznetsky Perchorsky Basins can be displayed from the Coal Resources of the Former Soviet Union, Coal Basins of the Former Soviet Union, Surface Geology of the Former Soviet Union, and the Kuznetsky Basin views with the help of the special hot button (lightning) in the ArcView Project. This feature will only work if the project is placed on the computer hard drive. In order to close the washability data table, one should touch the button or close the table. Washability data for the brown coals are not included in the database. The washability and density distribution information for brown coals (lignites) is not reliable because of the unstable character of brown coals during washing in water and long term exposure to air. Table 3. Detection limits of quantitative analythical methods and method references used for the trace-element evaluation of commercial and composite whole coal and ashed coal samples. [Table 1.2, pp. 12-13, Cherepovsky and others (1996)] Element As Au B Ba Cd Cl Cl Co Cr Cs F F Ga Ge Hf Hg In Li Nb Ni Pb Pd Pt Pt Rb Re Re Sb Sc Se Se Sn Sr Ta Th Ti Tl U W Y Zn Zr Analythical Method Photo-colourimetric Chemical spectral Ionometric X-Ray-radiometric Atomic-Absorption Mercurimetric titrating Neutron activation Spectrographic Photocolourimetric Flame spectrophotometric Emission spectral Photometric Colourimetric Colourimetric Neutron-activation Atomic-Absorption Fluorimetric Flame spectrophotometric Photometric Emission spectral Emission spectral Chemical spectral Chemical spectral Chemical spectral Flame spectrophotometric Photometric Spectrographic Photometric Photometric Fluorometric X-Ray-spectral Polarographic X-Ray-spectral Chemical spectral Spectral radiometric Photocolourimetric Photometric Spectral radiometric Emission spectral Emission spectral Atomic absorption Spectral photometric 1 Detection limit, in % (on whole coal or coal ash basis) 0.0005 (ash) 0.0000004 (ash) 0.003 (ash) 0.005 (ash) 0.00005 (ash) 0.01 (whole coal) 0.001 (whole coal) 0.0005 (ash) 0.001 (ash) 0.001 (ash) 0.01 (whole coal) 0.02 (whole coal) 0.0001 (ash) 0.0001 (ash) 0.000001 (ash) 0.00001 (whole coal) 0.00002 (ash) 0.001 (ash) 0.0005 (ash) 0.0003 (ash) 0.0005 (ash) 0.0000005 (ash) 0.000005 (ash) 0.000004 (ash) 0.01 (ash) 0.0000002 (ash) 0.00005 (ash) 0.0005 (ash) 0.0001 (ash) 0.00005 (whole coal) 0.0005 (whole coal) 0.0005 (ash) 0.003 (ash) 0.0003 (ash) 0.0005 (ash) 0.02 (ash) 0.00002 (ash) 0.0005 (ash) 0.0001 (ash) 0.0001 (ash) 0.0005 (ash) 0.001 (ash) Reference document or Russian Institute proposing standard method GOST 10478-751 IMGRE2 NSAM 218-X3 NSAM 97-YAF NSAM 155-XC GOST 9326-77 LAR OIYaI4 NSAM 106-C NSAM 64-X NSAM 61-C GGP “Yuzhgeologiya”5 NSAM 85-X GOST 12711-77 GOST 10175-75 NSAM 241 -X/YAF IMR6 NSAM 229-X NSAM 61-C NSAM 103-X GOST 24766-81 NSAM 246-C IMGRE IMGRE TsL GGP “Kamchatgeologiya”7 NSAM 61-C NSAM 179-X NSAM 110-C NSAM 228-X NSAM 190-X SAIGIMS8 NSAM 214-PC NSAM 123-X NSAM 181-PC NSAM 20-XC NSAM 412-YAF GOST 10538-87 NSAM 226-X NSAM 412-YAF IMGRE NSAM 246-C NSAM 155-XC NSAM 176-X GOST (GOSSTANDART)-Committee of the Russian Federation for Standardization, Metrology, and Certification, Moscow, Russia 2 IMGRE-Institute of Mineralogy, Geochemistry, and Crystal Chemistry of Rare Elements, Russian Academy of Science, Moscow, Russia 3 NSAM 218-X-Scientific (Nauchny) Council (Soviet) on Analytical Methods for the Former Soviet Union and Russia, Moscow, Russia 4 LAR OIYal-Laboratory of Nuclear Reactor of the Combined Institute of Nuclear Investigations, Russian Academy of Sciences, Dubna, Russia 5 GGP “Yuzhgeologiya”-Geological-Geophysical Party “Yuzhgeology”, Kazakhstan Ministry of Geology, Almaty, Kazakhstan 6 IMR-Institution of Mineral Resources, Ukrainian Academy of Sciences, Simpheropol’, Ukraine 7 TsL GGP “Kamchatgeologiya”-Central Laboratory of the Geological-Geophysical Party, Kamchatgeology, Russian Federation Ministry of Geology, Petropavlovsky, Kamchatka 8 SAIGIMS(Sredne-Asiatsky)-Middle Asian State Institute of Mineral Resources, Ministry of Geology of Uzbekistan, Tashkent, Uzbekistan If the value for any parameter in the database tables 1-5 (Appendix B) was not determined, the number -9999 is listed. For values that were determined below the detection limit of analytical method, the number -9988 is listed (see Appendix B, table 3). In the columns listing lithological composition of coal bearing strata, inertinite content, liptinite content, and mineral composition of coal in the database (Appendix B, tables 1 and 2) the number –8888 is listed where the values were determined below the one percent limit. Starting the ArcView Project In order to assure complete cross-platform access and to make the project as simple to use as possible, there are two versions of the ArcView project presented on this CD-ROM. The directory fsucoal/views contains the version (fsucoal.apr) designed for any computer platform supporting ArcView v3.0 or later, along with data and ancillary files. The directory is configured to be self-contained and can be copied to the user's hard drive. The directory fsucoal/views also contains the version (fsu_win.apr) that is designed specifically for Windows 95/98/NT/2000 operating systems and requires no action by the user in order to view. For fastest performance, and to enable the coal washability hotlink tool, it is suggested that the user copy the directory views to a local hard drive in a directory named fsucoal. Windows Platforms: There are two versions of the ArcView project on this disk. Both are found in the directory fsucoal/views. fsu_win.apr can be accessed on Windows 95/98/NT/2000 platforms, when ArcView is installed, with no modifications necessary by double-clicking the file either on the CD_ROM or on the hard drive. Most users using Windows operating systems will prefer to access fsu_win.apr to view the ArcView project. fsucoal.apr can be accessed on any operating system that supports ArcView, when ArcView is installed, after modifications to systems files are accomplished. To access fsucoal.apr it is necessary to define the environmental variable FSUCOAL which is intended to direct paths to the root of this CD_ROM or final directory on the hard drive. On Windows 95/98 platforms it is necessary to define FSUCOAL in the autoexec.bat file as follows: set FSUCOAL=<CD-ROM drive letter> for example if the CD-ROM is drive f, set FSUCOAL=f: You must restart your computer for this change to take effect. On Windows NT/2000 platforms, users can define FSUCOAL by mouse clicking to START, SETTINGS, CONTROL PANEL, SYSTEM, and then ENVIRONMENT and defining FSUCOAL as the variable, and the CD-ROM drive letter followed by a colon as the value. Other Platforms: fsucoal.apr can be accessed on any operating system that supports ArcView, when ArcView 3.x is installed, after modifications to systems files are accomplished. On a Macintosh platform (ArcView version 3.0) modify the "startup" file in the Preferences folder of the System folder with: System.SetEnvVar ("FSUCOAL", "OF01104") An example "startup" file, startup, can be found in the directory views/misc, which can be dragged into the system icon. (If the directory views is copied to a local hard drive the context would be: System.SetEnvVar("FSUCOAL","x"), where x is the name of the directory (fsucoal as above) where the directory views has been copied). On a UNIX platform, either modify the user's .cshrc file or use a setenv statement at the command prompt. An example .cshrc, which includes environmental variables for all of the CD-ROM publications of the U.S. Geological Survey World Energy Project, is included in the directory views/misc. Or, at the command prompt, the statement: setenv FSUCOAL /cdrom/of01104 will define the environmental variable. ArcView version 3.0 was used to develop this publication in order to ensure that any ArcView license version 3.0 or later can read the project. It is necessary to have ArcView v3.0 or later installed in order to view the project. When opened in ArcView 3.1 or ArcView 3.2 there may be a message asking whether to upgrade to v3.1 or v3.2 tools. It is suggested that the user respond no. There will still be tools and buttons not intended in the original project, but they have no impact on the functionality of the project. The interface has been simplified to make viewing easier. Users wishing more functionality can create a new project with the shapefiles provided. Legend files containing geologic age colors and other cartographic representations are also provided in the fsucoal/views/misc directory. The spatial data are presented in the ArcView project as shape files in "Geographic" latitude and longitude coordinates. The shapefiles are found in the directory fsucoal/views/shapes. The views are projected to Lambert Equal Area Azimuthal projection. The views depicting more detailed maps of specific basins or deposits are presented here as graphic images with point shapefiles to allow the user to query the database for information on specific data points. These point shapefiles are found in the directory fsucoal/views/sketch, and are not georeferenced. Shape files used to present the cross-sections in the ArcView project are also not georeferenced and are found in the directory fsucoal/views/x-section. Presentations of the coal quality and geologic data are organized in the ArcView project in three categories: Views, Legends and X-section, seen in the project window. The user can click on the category icon to see the list of available presentations. There are also pull-down menus, where they can be accessed. The category Views includes georeferenced views of coal quality and geologic data, and basin-scale views that are not georeferenced. The category Legends includes map legends for the basin-scale views and the cross-sections. The category X-section includes cross-section presentations. ArcView project views The Coal Quality and Resources of the Former Soviet Union (FSU) ArcView project contains 10 views and 4 cross-section pseudo views. Three views contain georeferenced spatial data: the coal basins and territories of the FSU, the coal resources of the FSU, and the surface geology of the FSU. Four graphic views include image files that are registered with ungeoreferenced coal data point files: the Donetsky geology and coal resource views and the Kuznetsky geology and coal resource views. Three other views are neither georeferenced nor registered: the Ekibastuz Basin geology, the Fan-Yagnob geology, and the Tkvarchel’skoye coal resources. All the views include different themes as shape files (extension “shp”) and many views contain table joins and links. Some themes within the project views have minimum and maximum display scales set. Users wishing to change these display scales can do so by accessing the theme properties menu. The spatial data are presented in the ArcView project as shape files in "Geographic" latitude and longitude coordinates. The shapefiles are found in the directory fsucoal/views/shapes. The views are projected to Lambert Equal Area Azimuthal projection. The views depicting more detailed maps of specific basins or deposits are presented here as graphic images with point shapefiles to allow the user to query the database for information on specific data points. These point shapefiles are found in the directory fsucoal/views/sketch, and are not georeferenced. Shape files used to present the cross-sections in the ArcView project are also not georeferenced and are found in the directory fsucoal/views/x-section. The Coal Resources of the Former Soviet Union view (modified from Tyzhnov and Molchanov, 1976) includes12 themes: ArcView shape file coal data point (coal_pt.shp) political boundaries (cis.shp) coal deposit rank(coal_dep.shp) capital city (capitals.shp) selected city (cities.shp) roads (roads.shp) railroad (rail.shp) river (rivers.shp) coal basin boundaries (coalbnd.shp) coal basins (basins.shp) inland water body (lakes.shp) Former Republics of the Soviet Union (cis.shp) ArcView joins and links The coal data point theme table includes 4 joins using the general.dbf, std_char.dbf, mineral.dbf, and elemcomp.dbf files; and one link with the washdata.dbf. The coal deposit theme table contains 3 joins using the terr.dbf, dep.dbf, and mark.dbf files. The coal resources theme table contains 4 joins using the terr.dbf, dep.dbf, mark.dbf, and coal_res.dbf files The Surface Geology of the Former Soviet Union view (from Persits, Ulmishek, and Steinshouer, 1998) includes 8 themes: ArcView shape file name political boundary (cis.shp) coal data point (coal_pt.shp) coal deposit rank(coal_dep.shp) ArcView joins, links, and file type The coal data point theme table includes 4 joins using the general.dbf, std_char.dbf, mineral.dbf, and elemcomp.dbf files; and one link with the washdata.dbf. The coal deposit theme table contains 3 joins using the terr.dbf, dep.dbf, and mark.dbf files. river (rivers.shp) roads (roads.shp) railroad (rail.shp) selected city (cities.shp) geologic age (fsu_geol.shp) The Donetsky Coal Resources view (modified from Kuznetsov, 1963) is not georeferenced and has two themes: ArcView file name coal data point (point_don.shp) Donetsky basin coal resources (donresor.tif) ArcView joins and links The coal data point theme is linked to the coal washability table, washdata.dbf Tiff image The Donetsky Basin Geology view (modified from Kuznetsov, 1963) is not georeferenced and contains two themes: ArcView file name coal data point (point_don.shp) Donetsky basin geology (dongeo.tif ) ArcView joins and links The coal data point theme is linked to the coal washability table, washdata.dbf Tiff image The Kuznetsky Basin Coal Resources view (modified from Ammosov, 1969) is not georeferenced and contains three themes: ArcView file name underground coal mine (point_suz.shp) open pit coal mine (pit_kuz.shp) Kuznetsky Basin Coal Resources (kuzres.tif) ArcView joins and links The underground coal mine theme is linked to the coal washability table, washdata.dbf The open pit coal mine theme is linked to the coal washability table, washdata.dbf Tiff image The Kuznetsky Basin Geology view (modified from Ammosov, 1969) view is not georeferenced and contains three themes: ArcView file name underground coal mine (point_suz.shp) open pit coal mine (pit_kuz.shp) Kuznetsky Basin Geology (kuzgeo.tif) ArcView joins and links The underground coal mine theme is linked to the coal washability table, washdata.dbf The open pit coal mine theme is linked to the coal washability table, washdata.dbf Tiff image The Ekibastuz Geology view (modified from Bekman, V.M., 1989) contains only ekigeo.tif, an ungeoreferenced image file of the geologic map while the Fan-Yagnob Geology view (modified from Goroshko, E.V., 1992) contains only fangeo.tif, an ungeoreferenced image file of the geologic map and the Tkvarchel’skoye Coal Resources view (modified from Chichua, B.K., 1990) contains only tkvgeol1.tif, an ungeoreferenced image file of the map. The Coal Basins and Territories of the FSU view contains 7 different themes: coal data point (coal_pt.shp) capital city (capitals.shp) selected city (cities.shp) political boundary (cis.shp) coal basins and deposits (deposit.shp) coal basins and territories (territory.shp) The coal data point theme table includes 4 joins using the general.dbf, std_char.dbf, mineral.dbf, and elemcomp.dbf files; and one link with the washdata.dbf. The coal basins and deposits theme contains one join using the dep.dbf file The coal basins and territories theme contains one join using the terr.dbf file Former Republics of the Soviet Union (cis.shp) There are 4 graphic cross-section pseudo views that are accessed by the cross section pull-down menu or the cross section button: the Ekibastuz cross sections A and B (modified from Bekman, V.M., 1989) and Fan Yagnob cross sections A and B (modified from Goroshko, E.V., 1992). Using the hotlink button by clicking on the cross-section line when the Ekobastuz or Fan Yagnob geology views are active can also access the cross-section views. These pseudo views contain several different themes consisting of shape files with associated legend files stored in the X-section and Misc directories, respectively. Cited References American Society for Testing and Materials (ASTM), 1999, Standard classification of coals by rank, D388-98a: in 1999 Annual Book of ASTM Standards: Petroleum products, lubricants, and fossil fuels, sect. 5, v.05.05: Gaseous fuels, coal, and coke: Philadelphia, Pa., ASTM, 522 p. Ammosov, I.I, ed., 1969, Kuznetsky, Gorlovsky basseyny I drugiye ugol’niye mestorozhdeniya Zapadnoy Sibiri, Tom 7 of Geologiya mestorozhdeniy uglya i goryuchikh slantsev SSSR [Kuznetsky and Gorlovsky coal deposits of Western Siberia, Volume 7 of Geology of coal and combustible shale deposits of the USSR]: Moscow, Nedra, 912 p. [In Russian] Babkin, V.S., ed., 1981, Ugli burye, kamennye i antratsity. Razdeleniye na stadii metamorfizma i klassy po pokazateliam otrazheniya vitrinita [Brown coals, hard coals and anthracites. Subdivision by stages of methamorphism and vitrinite reflectance classes]: GOSSTANDART, GOST 21489-76, Governmental Standard of the USSR, Moscow, Standards Publishing House, 4 . [In Russian] Bekman, V.M., ed., 1989, Provedeniye sravnitel`nogo analiza kachestva kamennykh uglei i zakonomernostei razmescheniya tipov uglei po otdel`nym basseynam/mestorozhdeniyam (poprogramme Soveta Economicheskoi Vzaimopomoschi) Karagandinsky I Aekibastuzsky basseiny. Skhematicheskaya karta razvedannosti Aekibastuzskogo kamennougol`nogo basseina, masshtaba 1:25,000 [Comparison analysis of hard coal quality and regularities of geological setting due to different basins/deposits (according to the program of the Council of Economical Mutual Aid), Karagandinsky and Aekibastuzsky basins. Exploration map of the Aekibastuzsky hard coal basin, Scale 1:25,000]: Centrkazgeologiya [CentralKazakhstan Industrial Geological Association] Ministry of Geology of the Kazakh USSR, Almaty. [In Russian] Cherepovsky, V.F., Rogova, V.M., and Kler, V.R., eds., 1996, Tsenniye i toksichniye elementy v tovarnykh ugliakh Rossii. Spravochnik [Valuable and toxic elements in commercial coals of the Russia], Moscow: Nedra, 238 p.[In Russian] Chichua, B.K., ed., 1990, Geologo-tekhnologicheskoye kartirovaniye iskopayemykh ugley Gruzii. Skhematicheskaya karta marochnogo sostava uglei Tkvarchel`skogo mestorozhdeniya, masshtaba 1:16,500 [Geological-technological mapping of fossil coals of Georgia. Schematic map of coal mark composition of the Tkvarchel`sky deposit, Scale 1:16,500]: Tbilisi. [In Russian] Eriomin, I.V. and Bronovetz, T.M., 1994, Marochny sostav ugley i ikh ratsional`noye ispol`zovaniye [Coal mark composition and perspective trends of coal utilization]: Moscow, Nedra, 254 p. [In Russian] Eriomin, I.V. and Bronovetz, T.M., eds., 1987, Ugli kamennye: Metod opredeleniya plastometricheskikh polazateley [Method of determination of plastometric indices for hard coals]: GOSSTANDART, GOST 1186-87, Governmental Standard of the USSR, Moscow, Standards Publishing House, 17 p. [In Russian] Fiodorova, R.S., ed., 1995, Ugli kamennye i antratsity (Ugli srednego i vysokogo rangov) [Hard coals and anthracites (Coals of mean and high ranks)]: GOSSTANDART, GOST 30313-95, Governmental Standard of the USSR, Minsk, Interrepublican Council on Standartization, Metrology and Certification, 12 p. [In Russian] Goroshko, E.V., ed., 1992, Metallonosnost` ugley Central`nogo Tadjikistana. Skhematicheskaya geologicheskaya karta kamennougol`nogo mestorozhdeniya PhanYagnob. [Metal-bearing capacity of coals of Central Tadjikistan. Schematic geological map of the Phan-Yagnob hard coal deposit, Scale 1:25,000]: Magiansky geological survey expedition, Tadjgeologiya (Ministry of Geology of Tadjik Republik and Industrial Association), Dushanbe. [In Russian] Kler, V.R., Nenakhova, V.F., and Shpirt, M.Yak., eds., 1987, Metallogeniya i geokhimiya uglenosnykh i slanets-soderzhaschykh tolsch SSSR. Geokhimiya elementov [Metallogeny and geochemistry of coal-bearing and fuel shale-bearing strata of the USSR. Geochemistry of elements]: Moscow, Nauka 256 p. [In Russian]. Kler, V.R., Nenakhova, V.F., Shpirt, M.Yak., eds, 1988, Metallogeniya i geokhimiya uglenosnykh i slanets-soderzhaschykh tolsch SSSR. Zakonomernosti kontsentratsii elementov i metody ikh izucheniya [Metallogeny and geochemistry of coal-bearing and fuel shale-bearing strata of the USSR. Regularities of elements concentration and methods of investigation]: Moscow, Nauka, 240 p. [In Russian] Knapp, Ron, 2000, Environmental Challenges for Coal, Seminar on Environmentally Clean Coal Technologies in the Russian Sector, Reformugol Foundation, Moscow, July 4-5, 2000: World Coal Institute Web site, www.wci-coal.com., 6 p. Kuznetsov, I.A., ed., 1963, Ugol'niye basseyny i mestorozhdeniya yuga evropeyskoy chasti SSSR, Tom 1 of Geologiya mestorozhdeniy uglya i goryuchikh slantsev SSSR [Coal basins and deposits in the southern European part of the USSR, Volume 1 of Geology of coal and combustible shale deposits of the USSR]:, Moscow, Nedra. 1963, 1210 p. [in Russian] Persits, F.M., Ulmishek, G.F., and Steinshouer, D.W., 1998, Map showing geology, oil and gas fields, and geologic provinces of the Former Soviet Union: U.S. Geological Survey Open File Report 97-470E, CD-ROM. Sapozhnikov, L.M. and Bazilevich, L.P., 1935, Investigation of the Coking Process: Classification of Coals and Calculation of Coking Mixtures on the Basis of the Plastometric Method: State Scientific Publishing House of Ukraine, Kharkov, 33 p. Shpirt, M.Yak., Kler, V.R., and Pertzikov, I.R., 1990, Neorganicheskiye komponenty tviordykh topliv [Inorganic compounds of solid fuels]: Moscow, Khimiya, 240 p. [In Russian] Tyzhnov, A.V. and Molchanov, I.I, eds., 1976, Obzornaya karta ugol`nykh basseynov i mestorozhdeniy SSSR (s ukazaniyem marochnogo sostava ugley), List 1, Tom 12 of Geologiya mestorozhdeniy uglya i goryuchikh slantsev SSSR, masshtaba 1:7500000 [Survey map of coal basins and deposits of the USSR (with indication of the coal mark composition), plate 1, Volume 12 of Geology of coal and combustible shale deposits of the USSR, scale 1:7,500,000]: Moscow, Nedra, 259 p. [In Russian] Ulanov, N.N., 1975, Ugli Zabaikal`ya [Coals of Transbaikalia]: Rostov-na-Donu, Rostov-naDonu University, 146 p. [In Russian] World Coal Institute, 2000, World Coal Institute web site, www.wci-coal.com. Yeriomin, I.V., ed., 1988, Burye ugli, kamennye ugli i antratsity. Klassifikatsiya po geneticheskim i technologicheskim parametram, [Brown coals, hard coals and anthracites. Classification according to the genetic and technological parameters]: GOSSTANDART, GOST 25543-88, Governmental Standard of the USSR, Moscow: Printing house of Standards, 20 p. [In Russian] Yudovitch Yak.Yel., Ketris M.P., and Mertz A.V., 1985, Redkiye elementy v iskopayemykh ugliakh [Trace elements in fossil coals]: Leningrad, Nauka, 239 p. [in Russian] Appendix A: References cited in the Russian coal sample point database in ArcView Project of the Former Soviet Union. Reference index number 1 2 3 4 5 6 7 8 8 10 Reference listed in Attributes of Coal Data Points and General Characteristics tables, Appendix B. Vdovchenko, M.I., ed., 1979, Energeticheskoye toplivo SSSR. Spravochnik [Energy Fuel of the USSR. Reference book]: Moscow, Energoatomizdat, 129 p. [In Russian] Vdovchenko, M.I., ed., 1991, Energeticheskoye toplivo SSSR. Spravochnik [Energy Fuel of the USSR. Reference book]: Moscow, Energoatomizdat, 184 p. [In Russian] Kuznetsov, I.A., ed., 1963, Ugol'niye basseyny i mestorozhdeniya yuga evropeyskoy chasti SSSR, Tom 1 of Geologiya mestorozhdeniy uglya i goryuchikh slantsev SSSR [Coal basins and deposits in the southern European part of the USSR, Volume 1 of Geology of coal and combustible shale deposits of the USSR]:, Moscow, Nedra. 1963, 1210 p. [in Russian] Kotlukov, V.A., ed., 1962, Podmoskovny basseyn i drugiye mestorozhdeniya uglya tsentral’nykh i vostochnykh oblastey Evropeyskoy chasti RSFSR, Tom 2 of Geologiya mestorozhdeniy uglya i goryuchikh slantsev SSSR [Podmoskovny basin and other deposits of coal in the central and eastern European part of RSFSR, Volume 2 of Geology of coal and combustible shale deposits of the USSR]: Moscow, Nedra, 570 p. [In Russian] Yariskabtsev, G.M., ed., 1965, Pechorsky ugol'ny basseyn i drugiye mestorozhdeniya uglya Komi ASSR i Nenetskogo Natsional’nogo okruga, Tom 3 of Geologiya mestorozhdeniy uglya i goryuchikh slantsev SSSR [Pechorsky coal basin and other deposits of coal in the Komi ASSR and Nenetsky National District, Volume 3 f Geology of coal and combustible shale deposits of the USSR]: Moscow, Nedra, 491 p. [In Russian] Mironov, K. B., ed., 1967, Ugol’niye basseyny i mestorozhdeniya Urala, Tom 4 of Geologiya mestorozhdeniy uglya i goryuchikh slantsev SSSR [Coal basins and deposits of the Urals, Volume 4 of Geology of coal and combustible shale deposits of the USSR]: Moscow, Nedra, 476 p. [In Russian] Ammosov, I.I, ed., 1969, Kuznetsky, Gorlovsky basseyny I drugiye ugol’niye mestorozhdeniya Zapadnoy Sibiri, Tom 7 of Geologiya mestorozhdeniy uglya i goryuchikh slantsev SSSR [Kuznetsky and Gorlovsky coal deposits of Western Siberia, Volume 7 of Geology of coal and combustible shale deposits of the USSR]: Moscow, Nedra, 912 p. [In Russian] Ryabokon, N.F., ed., 1964, Kansko-Achinsky, Tungussky, Irkutsky i drugiye basseyny Krasnoyarskogo Kraya, Irkutskoy oblasti i Tuvinskoy ASSR, Tom 8 of Geologiya mestorozhdeniy uglya i goryuchikh slantsev SSSR [KanskoAchinsky, Tungussky, Irkutsky and other basins in the Krasnoyarsk area in the Irkutsk Region and Tuvinskaya ASSR, Volume 8 of Geology of coal and combustible shale deposits of the USSR]: Moscow, Nedra 790 p. [In Russian] Petrovsky, G.D., ed., 1973, Ugol’niye basseyny i mestorozhdeniya Zabaikal’ya, Yakutskoy ASSR, Dal’nego Vostoka, O. Sakhalin i Ostrovov Ledovitogo Okeana, Tom 9, Kniga 1, of Geologiya mestorozhdeniy uglya i goryuchikh slantsev SSSR [Coal basins and deposits of the Zabaykal’ya, Yakutskaya ASSR, Far East, Island Sakhalin and Islands of the Arctic Ocean, Volume 9, Book 1 of Geology of coal and combustible shale deposits of the USSR]: Moscow, Nedra, 691 p. [In Russian] Popov, G.G., ed., 1962, Ugol’niye basseyny i mestorozhdeniya SeveroVostoka SSSR i Kamchatki, Tom 10 of Geologiya mestorozhdeniy uglya i goryuchikh slantsev SSSR [Coal basins and deposits of northeastern USSR and Kamchatka, Volume 10 of Geology of coal and combustible shale deposits of the USSR]: Moscow, Nedra, 403 p. [In Russian] Eriomin, I.V., ed., 1975, Petrologiya paleozoyskikh ugley SSSR [Petrology of the Paleozoic coals of the USSR]: Moscow, Nedra, 215 p. [in Russian] 11 12 13 14 15 16 17 18 19 20 21 22 23 24 Tyzhnov, A.V. and Molchanov, I.I, eds., 1976, Obzornaya karta ugol`nykh basseynov i mestorozhdeniy SSSR (s ukazaniyem marochnogo sostava ugley), List 1, Tom 12 of Geologiya mestorozhdeniy uglya i goryuchikh slantsev SSSR, masshtaba 1:7500000 [Survey map of coal basins and deposits of the USSR (with indication of the coal mark composition), plate 1, Volume 12 of Geology of coal and combustible shale deposits of the USSR, scale 1:7,500,000]: Moscow, Nedra. Tyzhnov, A.V., ed., 1979, Karta mestorozhdeniy yglia I goruchikh slantsev SSSR [Map of coal and combustible shale deposits of the USSR]: Moscow, MinUgleProm SSSR, scale 1:2,500,000. [In Russian] Nikoda, V.I., ed., 1998, Polnyi perechen` ugol`noy produktsii Rossii. Klassifikator [Entire list of the coal production of Russia. Classifier], Moscow, Informugol’, 89 p. number of pages needed Eriomin, I.V., ed., 1988, Burye ugli, kamennye ugli i antratsity. Klassifikatsiya po geneticheskim i technologicheskim parametram [Brown coals, hard coals and anthracites. Classification according to the genetic and technological parameters]: GOSSTANDART, GOST 25543-88, Governmental Standard of the USSR, Moscow, Printing house of Standards, 20 p. [In Russian] Economic Commission for Europe, 1988, International Codification System for Medium- and High-Rank Coals: Economic Commission for Europe, E/ECE/115, United Nations, New York, 39 p. Kler V.R. and Mironov K.V., 1987, Instruktsiya po izucheniyu i otsenke poputnykh tvyordykh poleznykh iskopayemykh i komponentov pri razvedke mestorozhdeniy uglya i goryuchikh slantsev [Instruction for the research and estimation of the companion solid minerals and components during the exploration of coal and combustible shale deposits]: Moscow, Nauka, 136 p. [In Russian] Ulyanov, I.A. and Soldatenkov, A.P., eds., 1975, Ugli SSSR. Spravochnik [Coals of the USSR, Reference Book], Moscow: Nedra, 308 p. [in Russian] Yudovitch Yak.Yel., Ketris M.P., and Mertz A.V., 1985, Redkiye elementy v iskopayemykh uglyakh [Rare elements in fossil coals]: Leningrad, Nauka, 239 p. [in Russian] Coal Quality Inc., 1991, Coal Quality Information Book (Second Edition). Volume 1:Appalachia: Coal Quality Inc., GS-7194, Research Project 140023. Final report, May 1991, 185 p. Eriomin, I.V., Bronovetz T.M., Hrustzel Z., and Mechkovsky, M., 1991, Proyekt mezhdunarodnoy klassifikatsii ugley srednego ranga [International Middle Rank Coal Classification Project]: Chemical Solid Fuel, no. 1, p. 3-11. [in Russian]. Kler, V.R., Nenakhova, V.F., and Shpirt, M.Yak., eds., 1987, Metallogeniya i geokhimiya uglenosnykh i slanets-soderzhashchykh tolshch SSSR. Geokhimiya elementov [Metallogeny and geochemistry of coal-bearing and combustible shale-bearing rocks of the USSR. Geochemistry of elements]: Moscow, Nauka 256 p. [In Russian]. Kler, V.R., Volkova, G.A., Gurvitch, E.M., eds, 1988, Metallogeniya i geokhimiya uglenosnykh i slanets-soderzhashchykh tolshch SSSR. Zakonomernosti kontsentratsii elementov i metody ikh izucheniya [Metallogeny and geochemistry of coal-bearing and combustible shalebearing rocks of the USSR. Regularities of elements concentration and methods of investigation]: Moscow, Nauka, 240 p. [In Russian] Shpirt, M.Yak., Kler, V.R., and Pertzikov, I.R., 1990, Neorganicheskiye komponenty tvyordykh topliv [Inorganic compounds of solid fuels]: Moscow, Khimiya, 240 p. [In Russian] Eriomin, I.V. and Bronovetz, T.M., 1994, Marochnyi sostav ugley i ikh ratsional`noye ispol`zovaniye [Coal mark composition and perspective trends of coal utilization]: Moscow, Nedra, 254 p. [in Russian]. Zvonaryov, I.N., ed., 1996, Atlas verkhnepaleozoyskikh ugley Kuznetskogo basseyna [Atlas of the Upper Palaezoic coals of the Kuznetsky basin]: Novosibirsk, Nauka, 367 p. [In Russian] 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 Ammosov, I.I. and others, eds., 1978, Obshchie danniye po ugol’nym basseynam I mestorozhdeniyam SSSR, Tom 12 of Geologiya mestorozhdeniy uglya i goryuchikh slantsev SSSR [General data on coal basins and deposits of the USSR, Volume 12 of Geology of coal and combustible shale deposits of the USSR]: Moscow, Nedra, 259 p. [In Russian] Antratsity Rossii i mira. Spravochnik [Anthracites of Russia and world. Reference book] /Editors: V.I.Vialov, M.V.Golitsyn e.a. Moscow: Nedra. 1998. 243 p. [In Russian] Cherepovsky, V.F., Rogova, V.M., and Kler, V.R., eds., 1996, Tsenniye i toksichniye elementy v tovarnykh uglyakh Rossii. Spravochnik [Valuable and toxic elements in commercial coals of the Russia], Moscow: Nedra, 238 p.[In Russian] Esipov, P.T., ed., 1972, Ugli Pechorskogo basseyna. Spravochnik [Coals of the Pechorsky basin. Reference book]: Moscow, Nedra, 352 p. [In Russian] Gavrilin, K.V.and Oziorsky, A.Yu., 1996, Kansko-Achinsky ugol`nyi basseyn [Kansko-Achinsky coal basin]: Moscow,: Nedra, 272 p. [In Russian] Opritov, V.V., Sharikova E.A., and Konovalova L.N.1978, Fizikokhimicheskiye svoystva ugley Dal`nego Vostoka [Physico-chemical characteristics of coals from the Far East]: Moscow, Nauka, 108 p. [In Russian] Seredin, V.V., 1996, Rare Earth Element-bearing Coals from Russian Far East Deposits: International Journal of Coal Geology, no. 30, p. 101-129. Ulanov, N.N., 1975, Ugli Zabaikal`ya [Coals of Transbaikalia]: Rostov-naDonu, Rostov-na-Donu University, 146 p. [In Russian] Bredikhin, I.S., ed., 1985, Koksuyushchiyesya ugli Pechorskogo basseyna [Coking coals of the Pechorsky basin]: Syktyvkar, Nauka, 128p. [In Russian] Cherepovsky, V.F., 1984, Ugol`niye basseyny regiona Baikalo-Amurskoy magistrali [Coal basins of the Baikal-Amur Mainroad region]: Moscow, Nedra, 157 p. [In Russian] Volkova, I.B., ed., 1986, Petrografiya ugley SSSR [Coal petrography of the USSR]: Leningrad, Nedra, 247 p. [In Russian] Borisov, K.P., 1977, Obogatimost` i kachestvennaya kharakteristika uglya Neryungrinskogo mestorozhdeniya [Washability and quality characteristics of coals from the Neryungrinskoye deposit]: Obogascheniye i Pererabotka Uglya [Washability and Processing of Coals], V. 188, no. 5, pp. 12-15.[In Russian] Zemlyakov, B.A.,1978, Prognozirovaniye kharakteristik obogatimosti ugley [Predicting the washability characteristics of coals]: Moscow, Nedra, 128 p. [In Russian] Kotkin, A.M., 1982, Otsenka obogatimosti uglya i effectivnosti protsessov obogashcheniya [Estimation of coal washability and effectiveness of washability processes]: Moscow, Nedra, 200 p. [In Russian] Mironov, K.V., 1991, Spravochnik geologa-ugol`shchika [Reference book of a coal geologist]: Moscow, Nedra, 62 p. [In Russian] Zhelinsky, V.M., 1984, Ugol` Yuzhnoy Yakutii. Spravochnik [Coal of the Southern Yakutiya. Reference book]: Yakutsk, Yakutian Branch of the Siberian Department of the Academy of Sciences of the USSR., 125 p. [In Russian] Zheldakov, M.E., 1980, Spravochnik po kachestvu antratsitov Sovetskogo Soyuza [Reference book on the anthracites quality of the Soviet Union]: Moscow, Nedra, 65 p. [In Russian] Dubrov, Yu.S., 1985, Obogascheniye antratsitov [Washability of anthracites]: Moscow, Nedra, 128 p. [In Russian] Yablokov, V.S., 1982, Katalog shakhtoplastov Podmoskovnogo basseyna s kharakteristikoy gorno-geologicheskikh faktorov i yavleniy [Catalogue of mined seams of the Podmoskovny coal basin with characteristics of the mining-geological factors and phenomena]: Moscow, Mining Activities Institute, 76 p. [In Russian] 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 Fomenko, T.G., 1985, Tekhnologiya obogashcheniya ugley [Technology of coals washability]: Moscow, Nedra, 304 p. [In Russian] Babenko, V.P., 1989, Veshchestvenniy sostav ugley SSSR [Matter content of the USSR coals]: Rostov-na-Donu, Rostov-na-Donu University, 187 p. [In Russian] Seredin, V.V. and Shpirt, M.Y., 1995, Metalliferous Coal: Coal Science and Technology, Elsevier Science, no. 24, p. 1649-1656. Povarennykh, M.Yu.and Meitov, E.S.,1995, Resultantly izucheniya formy nakhozhdeniya redkikh i rassyeyannykh elementov v burykh uglyakh Tarbagatayskogo mestorozhdeniya (Zapadnoye Zabaikal`ye) [Investigation results of the mode of occurrence of rare and trace elements in Tarbagatayskoye deposit of brown coals (Western Transbaikalia): Lithology and Mineral Resources, no. 4, p. 402-414. [In Russian] Makarov, I.I., 1969, Ugol`naya promyshlennost` Dal`nego Vostoka. Spravochnik [Coal industry of the Russian Far East. Reference book]: Moscow, Nedra, 172 p. [In Russian] Ershov, V.V. and Eriomin, I.V., 1989, Geologiya i razvedka poleznykh iskopayemykh [Geology and useful minerals prospecting]: Moscow, Nedra, 151 p. [In Russian] Bespayev, Kh.A., ed., 1998, Tom 1: Elementy-primesi v mestorozhdeniyakh Kazakhstana. Spravochnik [Volume 1:Impurity elements in the deposits of Kazakhstan. Reference book]: Almaty, Inf.-Presentation Center of Mineral Resources of the Kazakhstan Republic, 268 p. [In Russian] Azizov T.M. and Vlasov V.I., eds., 1997, Basseyny i mestorozhdeniya ugley i goryuchikh slantsev Kazakhstana. Spravochnik [Basins and deposits of coal and combustible shales of Kazakhstan. Reference book]: Almaty, Inf.Presentation Center of Mineral Resources of the Kazakhstan Republic, 114 p. [In Russian] Blagov, I.S., and Kotkin, A.M., eds., 1965, Spravochnik po kachestvu i obogatimosti kamennykh ugley i antratsitov Ukrainskoy SSR, Tom 1 [Reference book on the quality and washability of coals and anthracites of the Ukraine SSR, Volume 1]: Moscow, Nedra, 319 p. [In Russian] Blagov, I.S., and Kotkin, A.M., eds., 1966, Kharakteristika obogatimosti kamennykh ugley Ukrainskoy SSR, Tom 2 [Characteristics of the washability of hard coals of the Ukraine SSR, Volume 2]: Moscow, Nedra, 328 p. [In Russian] Blagov, I.S., and Kotkin, A.M., eds., 1967, Kharakteristika obogatimosti antratsitov Ukrainskoy SSR, Tom 3 [Characteristics of the washability of anthracites of the Ukraine SSR, Volume 3]. Moscow, Nedra, 136 p. [In Russian] Eriomin I.V., ed., 1980, Petrografiya i fizicheskiye svoystva ugley [Petrography and physical properties of coals]: Moscow, Nedra, 263 p. [In Russian] Kukharenko T.A. and Tolchinskaya R.Ya., 1966, Khimiya i klassifikatsiya iskopayemykh ugley [Chemistry and classification of fossil coals]: Moscow, Nauka, 187 p. [In Russian] Babinkova, N.I., 1963, Osnovy klassifikatsii burykh ugley po petrograficheskomu sostavu, Tom 8 [Bases of the brown coals classification according to their petrographical composition, Volume 8]:. Moscow, Trudy IGI, pp. 12-20. [In Russian] Ekaterinina, L.N., ed., 1985, Obogashcheniye i kompleksnoye ispol`zovaniye topliva [Preparation and complex utilization of a fuel]: Moscow, Nedra, 256 p. [In Russian] Mikulina, N.V., 1959, Fiziko-khimicheskaya kharakteristika ugley Kharanorskogo mestorozhdeniya [Physico-chemical characteristics of the Kharanorskoye coal deposit]: Moscow, VTI, 28 p. [In Russian] Kryukova V.N., Komarova T.N., eds., 1988, Ugli Irkutskogo basseyna [Coals of the Irkutsky basin]: Irkutsk, Irkutsky University Publishing House, 256 p. [In Russian] 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 Sukhorukov, A.M., 1998, Ugol`niye mestorozhdeniya i proyavleniya Sverdlovskoy oblasti. Spravochnik [Coal deposits and occurrences of the Sverdlovsky region. Reference book]: Yekaterinburg, Nauka, 134 p. [In Russian] Kizil`shtein, L.Ya., ed, 1987, Otsenka obogatimosti iskopayemykh ugley na stadii geologo-razvedochnykh rabot [Coal washability assay at the geological prospecting stage]: Moscow, Nedra, 120 p. [In Russian] Matveyev, A.K., 1990, Geologiya ugol`nykh mestorozhdeniy SSSR [Geology of coal deposits of the USSR]: Moscow, Moscow University Publishing House, 350 p. [In Russian] Blagov I.S. and Kotkin A.M., 1984, Spravochnik po obogashcheniyu ugley [Reference book on the coal washability]: Moscow, Nedra, 158 p. [In Russian] Belyayev, V.K., 1988, Toksichniye elementy v uglyakh [Toxic elements in coals]: Moscow, VIEMS, 78 p. [In Russian] Kizil`shtein, L.Ya. and Shpitzgluz A.L., 1998, Atlas mikrokomponentov i petrogeneticheskikh tipov antratsitov [Atlas of the microcomponent and petrogenetic types of anthracites]: Rostov-na-Donu, Rostov-na-Donu University, 113 p. [In Russian] Klimov, S.L,, ed., 1999, Klassifikator organizatsiy i predpriyatiy ugol`noy promyshlennosti Rossii [Classifier of the departments and enterprises of the Russian coal industry]: Moscow, Rosinform, 270 p. [In Russian] Babkin, V.S., ed., 1981, Ugli burye, kamennye i antratsity. Razdeleniye na stadii metamorfizma i klassy po pokazatelyam otrazheniya vitrinita [Brown coals, hard coals and anthracites. Subdivision by stages of metamorphism and vitrinite reflectance classes]: GOSSTANDART, GOST 21489-76, Governmental Standard of the USSR, Moscow, Standards Publishing House, 4 p. [In Russian] Fiodorova, R.S., ed., 1995, Ugli kamennye i antratsity (Ugli srednego i vysokogo rangov) [Hard coals and anthracites (Coals of mean and high ranks)]: GOSSTARDART, GOST 30313-95, Governmental Standard of the USSR, Minsk, Interrepublican Council on Standartization, Metrology and Certification, 12 p. [In Russian] Fiodorov, V.I., ed., 1999, Spravochnik pokazateley kachestva, ob’yoma dobyvayemykh ugley i vypuska produktov obogascheniya v 1999 g. [Reference-book on the characteristics of quality, volume of the produced coals and washability products in 1999]: Lugansk, Gosstandart Ukrainy, 50 p. [In Russian] Dvornikov, A.G. and Kirikilitse, S.I., 1987, Rtutonosnost` ugley Donetskogo basseyna [Mercury-bearing capacity of coals of the Donetsky basin]: Moscow, Nedra, 158 p. [In Russian] Grechukhin, V.V., ed., 1992, Litologicheskiye i petrofizicheskiye issledovaniya uglenosnykh otlozheniy v Zapadnom Donbasse [Lithological and petrophysical researches in coal-bearing deposits in Western Donbass]: Soviet Geology, no. 4, p. 65-71 [In Russian] Dvuzhil’naya, N.M. and Egorkina, V.M., eds., 1972, Spravochnik po kachestvu kamennykh ugley i antratsitov Donetskogo i L`vovsko-Volynskogo basseynov [Reference-book on the quality of hard coals and anthracites of the Donetsky and L`vov-Volyn` coal basins]: Moscow, Nedra, 167 p. [In Russian] Orlov, I.V., ed., 1973, Ugol’niye basseyny I mestorozhdeniya Kazakhstana, Tom 5, Kniga 1 of Geologiya mestorozhdeniy uglya i goryuchikh slantsev SSSR [Coal basins and deposits of Kazakhstan, Volume 5, Book 1 of Geology of coal and combustible shale deposits of the USSR]: Moscow, Nedra, 720 p. [In Russian] Orlov, I.V., ed., 1973, Ugol’niye basseyny I mestorozhdeniya Kazakhstana, Tom 5, Kniga 2 of Geologiya mestorozhdeniy uglya i goryuchikh slantsev SSSR [Coal basins and deposits of Kazakhstan, Volume 5, Book 2 of Geology of coal and combustible shale deposits of the USSR]: Moscow, Nedra, 432 p. [In Russian] Gavrilin, A.A., ed., 1968, Ugol’niye basseyny i mestorozhdeniaya Sredney 76 Azii, Tom 6 of Geologiya mestorozhdeniy uglya i goryuchikh slantsev SSSR [Coal basins and deposits of Middle Asia, Volume 6 of Geology of coal and combustible shale deposits of the USSR]: Moscow, Nedra, 599 p. [In Russian] Bespayev, Kh.A., ed., 1998, Tom II: Elementy-primesi v mestorozhdeniyakh Kazakhstana. Spravochnik [Volume II: Impurity elements in the deposits of Kazakhstan. Reference-book]: Almaty, Inf.-Presentation Center of Mineral Resources of the Kazakhstan Republic, 160 p. [In Russian] Appendix B: List of tables and characteristics of the Coal Sample database for the Former Soviet Union ArcView Project. Column Name Data Type SIZE Russian Column Description Table 1: General characteristics, general.dbf COALKEY Number 11 Key field NUMBER Number 6 Index field COUNTRY Text 30 Country REGION Text 30 Region, state DISTRICT Text 30 District, county AREA Text 30 Land, area CBASIN Text 30 Coal basin name CDEPOSIT Text 30 Coal deposit name STRIPNAME Text 30 Open-cut (open-strip) name AGE Text 20 Geological age of coal-bearing sediments GOSTMARK Text 20 Coal mark according to GOST 25543-88: capital letter notation METGRADE Text 10 Coal metamorphism grade MINENAME Text 30 Mine name COMPANY Text 30 Coal mining company (ies) SAMPTYPE Text 15 Coal sample name: commercial, composite, etc. Geographical location DLAT Text 11 Latitude DLONG Text 11 Longitude Text 6 Ordinal number on the 1:7,500,000 scale map of coal deposits ORDNUM_76 of the former USSR (1976) Text 6 Ordinal number on the 1:2,500,000 scale map of coal deposits ORDNUM_70 of the former USSR (1976) DEPTYPE Text 4 Character of coal deposit: single-bed or multi-bed CBEDNAME Text 30 Coal bed name Coal bed thickness, meters ZONE_THK Text 8 Total coal zone thickness, meters MINEDTHK Text 8 Exploited part thickness TOTALTHK Text 8 Entire thickness of coal beds Coal bed bedding DIP Number 6 Angle of inclined strata Degree of coal deposit exploration STARTYR Text 6 Mined deposit (from what year) ENDYEAR Text 6 Year deposit exhausted deposit Lithology of coal-bearing strata (%) SANDSTONE Text 6 Sandstones SILTSTONE Text 6 Aleurolites ARGILLITE Text 6 Argillites CARBARGIL Text 6 Coaly argillites COAL Text 6 Coals Text 50 Reference to the information source (published book, map, REFERENCE catalogue, reference book etc.) Table 2. Standard characteristics of coal, std_char.dbf COALKEY Number 11 Key field Text 8 Mean random reflectance of vitrinite Rr , % VR Text 10 Text Text Text 8 8 8 VR_CODE RES_OHM ANISOTROPY INERTINITE Characteristics of the vitrinite reflectogram according to the International Codification System for Mean- and High-Rank Coals (ICS) Electric resistance, Ohm/m (for anthracites) Anisotropy of vitrinite reflectance AR, % (for anthracites) Inertinite content, % by volume (mineral matter-free basis) Immf LIPTINITE VOLMAT MIN_MAT FREESWELL ASH SULFUR SULFATE SULF_PYR SULF_ORG SORG_STOT CALVAL ICSCODE GOSTCODE DENSITY MOISTURE HUMIDITY CARBON HYDROGEN NITROGEN S_ORGDAF OXYGEN O_CALC O_ORG PHOSPHORU S PLASTICTHK RESIN HUM_ACID BITUMENS GRVTI HGI ROGA Text 8 Text Text Text Text Text 8 8 8 8 8 Text Text 10 10 Text Text Text Text 10 10 8 14 Text Text Text Text Text Text Text Text Text Text Text 7 8 6 8 8 8 8 8 8 8 8 Text 10 Text 8 Text Text Text Text Text Text 8 8 8 8 8 8 Liptinite content, % by volume (mineral matter-free basis) (for brown and hard coals) Lmmf Volatile matter content Vdaf, weight % Mineral matter content (impurity), Md, weight % Crucible swelling number Ash content Ad, weight % Total sulphur content Std, weight % Sulphate sulphur content Ssd, weight % Pyritic sulphur content Spd, weight % Organic sulphur content Sod, weight % Organic/Total sulphur COEFF, weight % Gross calorific value (Heating value) Qidaf, MJ/kg Coal classification code according to the International Codification System (ICS), GOST 30313-95 Coal classification code according to the GOST 25543-88 Total analytical moisture content W ta, weight % Total humidity (for brown coals) W maxr, weight % Density, g/cm3 Carbon content, Cdaf, weight % Hydrogen content Hdaf, weight % Nitrogen content, Ndaf, weight % Organic sulphur content, Sodaf, weight % Oxygen content (direct determination), Ood, weight % Oxygen content (calculation), Odaf, weight % Oxygen content in organic matter with account of mineral matter content, Ooo, weight % Phosphorus content, Pd, weight % Thickness of the plastic layer (Sapozhnikov plastometer), y, mm (for hard coals) Semicoking resin yield, weight % (for brown coals) Humic acids content, weight % (for brown coals) Bitumens content, weight % (for brown colas) Grindability index according to the GrVTi method Hardgrove grindability index (Friability) Roga index (caking power) Ash fusibility, °C ASHDEF Text 10 Temperature of the initial deformation, tA, ºC ASHSOFT Text 10 Temperature of softening, tB, ºC ASHFLD Text 10 Temperature of fluid, to, ºC Table 3. Mineral composition of coal (in volume percent) and size distribution (in mm) of coal: fraction yield and ash content in percent; mineral.dbf Mineral composition of coal, in volume percent COALKEY Number 11 Key field MINTOTAL Text 8 Total mineral content QUARTZ Text 8 Quartz CLAY Text 8 Clay minerals PYRITE Text 8 Pyrite CARBONATE Text 8 Carbonates OTHERMIN Text 8 Other minerals Size distribution (in mm) of coal: fraction yield and ash content of fraction, in percent YLD_GT100 Text 8 Yield - greater than 100 mm, % ASH_GT100 Text 8 Ash - greater than 100 mm, % YLD_GT50 Text 8 Yield - greater than 50 mm, % ASH_GT50 Text 8 Ash - greater than 50 mm, % YLD50_100 Text 8 Yield - from 50 to 100 mm, % ASH50_100 Text 8 Ash - from 50 to 100 mm, % YLD25_100 Text 8 Yield - from 25 to 100 mm, % ASH25 _100 Text 8 Ash - from 25 to 100 mm, % YLD13_100 Text 8 Yield - from 13 to 100 mm, % ASH13_100 Text 8 Ash - from 13 to 100 mm, % YLD25_50 Text 8 Yield - from 25 to 50 mm, % ASH25_50 Text 8 Ash - from 25 to 50 mm, % YLD13_50 Text 8 Yield - from 13 to 50 mm, % ASH13_50 Text 8 Ash - from 13 t0 50 mm, % YLD13_25 Text 8 Yield - from 13 to 25 mm, % ASH13_25 Text 8 Ash - from 13 to 25 mm, % YLD6-25 Text 8 Yield - from 6 to 25 mm, % ASH6-25 Text 8 Ash - from 6 to 25 mm, % YLD6_13 Text 8 Yield - from 6 to 13 mm, % ASH6_13 Text 8 Ash - from 6 to 13 mm, % YLD3_13 Text 8 Yield - from 3 to 13 mm, % ASH3_13 Text 8 Ash - from 3 to 13 mm, % YLD1-13 Text 8 Yield - from 1 to 13 mm, % ASH1-13 Text 8 Ash - from 1 to 13 mm, % YLD500-13K Text 8 Yield - from 500 to 13000 μm, % ASH500-13K Text 8 Ash - from 500 to 13000 μm, % YLD3-6 Text 8 Yield - from 3 to 6 mm, % ASH3-6 Text 8 Ash - from 3 to 6 mm, % YLD1_6 Text 8 Yield - from 1 to 6 mm, % ASH1_6 Text 8 Ash - from 1 to 6 mm, % YLD1-3 Text 8 Yield - from 1 to 3 mm, % ASH1-3 Text 8 Ash - from 1 to 3 mm, % YLD500_3K Text 8 Yield - from 500 to 3000 μm, % ASH500_3K Text 8 Ash - from 500 to 3000 μm, % YLD500-1K Text 8 Yield - from 500 to 1000 μm, % ASH500-1K Text 8 Ash - from 500 to 1000 μm, % YLD0_1 Text 8 Yield - from 0 to 1 mm, % ASH0_1 Text 8 Ash - from 0 to 1 mm, % YLD_LT500 Text 8 Yield - less than 500 μm, % ASH_LT500 Text 8 Ash - less than 500 μm, % Table 4. Major-, minor-, and trace-elements contents in coal, elemcomp.dbf Major element composition of coal ash (dry basis, expressed as oxides), weight percent COALKEY Number 11 Key field SIO2 Text 6 SiO2,, dry basis, weight %, AL2O3 Text 6 Al203, dry basis, weight %, FE2O3 Text 6 Fe203, dry basis, weight %, CAO Text 6 CaO, dry basis, weight %, MGO Text 6 MgO, dry basis, weight % NA20 Text 6 Na20, dry basis, weight % K2O Text 6 K20, dry basis, weight % TIO2 Text 8 TiO2, dry basis, weight % MNO2 Text 8 MnO2, dry basis, weight % P2O5 Text 8 P205, dry basis, weight % Minor and trace elements contents in coal (as-analyzed basis, average of sample type),ppm AG_PPM Text 8 Silver - Ag - parts per million, average value AG_MTHD Text 4 Silver - Ag - analytical method AS_PPM Text 8 Arsenic - As - parts per million, average value AS_MTHD Text 4 Arsenic - As - analytical method AU_PPM Text 8 Gold - Au - parts per million, average value AU_MTHD Text 4 Gold - Au - analytical method B_PPM Text 8 Boron - B - parts per million, average value B_MTHD Text 4 Boron - B - analytical method BA_PPM BA_MTHD BE_PPM BE_MTHD BI_PPM BI_MTHD BR_PPM BR_MTHD CD_PPM CD_MTHD CE_PPM CE_MTHD CL_PPM CL_MTHD CO_PPM CO_MTHD CR_PPM CR_MTHD CS_PPM CS_MTHD CU_PPM CU_MTHD DY_PPM DY_MTHD ER_PPM ER_MTHD EU_PPM EU_MTHD F_PPM F_MTHD GD_PPM GD_MTHD GA_PPM GA_MTHD GE_PPM GE_MTHD HG_PPM HG_MTHD HF_PPM HF_MTHD HO_PPM HO_MTHD I_PPM I_MTHD IN_PPM IN_MTHD IR_PPM IR_MTHD LA_PPM LA_MTHD LI_PPM LI_MTHD LU_PPM LU_MTHD MN_PPM MN_MTHD MO_PPM Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 Barium - Ba - parts per million, average value Barium - Ba - analytical method Beryllium - Be - parts per million, average value Beryllium - Be - analytical method Bismuth - Bi - parts per million, average value Bismuth - Bi - analytical method Bromine - Br - parts per million, average value Bromine - Br - analytical method Cadmium - Cd - parts per million, average value Cadmium - Cd - analytical method Cerium - Ce - parts per million, average value Cerium - Ce - analytical method Chlorine - Cl - parts per million, average value Chlorine - Cl - analytical method Cobalt - Co - parts per million, average value Cobalt - Co - analytical method Chromium - Cr - parts per million, average value Chromium - Cr - analytical method Cesium - Cs - parts per million, average value Cesium - Cs - analytical method Copper - Cu - parts per million, average value Copper - Cu - analytical method Dysprosium - Dy - parts per million, average value Dysprosium - Dy - analytical method Erbium - Er - parts per million, Ki Erbium - Er - analytical method Europium - Eu - parts per million, average value Europium - Eu - analytical method Fluorine - F - parts per million, average value Fluorine - F - analytical method Gadolinium - Gd - parts per million, average value Gadolinium - Gd - analytical method Gallium - Ga - parts per million, average value Gallium - Ga - analytical method Germanium - Ge - parts per million, average value Germanium - Ge - analytical method Mercury - Hg - parts per million, average value Mercury - Hg - analytical method Hafnium - Hf - parts per million, average value Hafnium - Hf - analytical method Holmium - Ho - parts per million, average value Holmium - Ho - analytical method Iodine - I - parts per million, average value Iodine - I - analytical method Indium - In - parts per million, average value Indium - In - analytical method Iridium - Ir - parts per million, average value Iridium - Ir -analytical method Lanthanum - La - parts per million, average value Lanthanum - La - analytical method Lithium - Li - parts per million, average value Lithium - Li - analytical method Lutetium - Lu - parts per million, average value Lutetium - Lu - analytical method Manganese - Mn - parts per million, average value Manganese - Mn - analytical method Molybdenum - Mo - parts per million, average value MO_MTHD NB_PPM NB_MTHD NI_PPM NI_MTHD OS_PPM OS_MTHD P_PPM P_MTHD PB_PPM PB_MTHD PD_PPM PD_MTHD PR_PPM PR_MTHD PT_PPM PT_MTHD RA_PPM RA_MTHD RB_PPM RB_MTHD RE_PPM RE_MTHD RH_PPM RH_MTHD RN_PPM RN_MTHD RU_PPM RU_MTHD SB_PPM SB_MTHD SC_PPM SC_MTHD SE_PPM SE_MTHD SM_PPM SM_MTHD SN_PPM SN_MTHD SR_PPM SR_MTHD TA_PPM TA_MTHD TB_PPM TB_MTHD TE_PPM TE_MTHD TH_PPM TH_MTHD TI_PPM TI_MTHD TL_PPM TL_MTHD TM_PPM TM_MTHD U_PPM U_MTHD text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text Text 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 8 4 Molybdenum - Mo - analytical method Niobium - Nb - parts per million, average value Niobium - Nb - analytical method Nickel - Ni - parts per million, average value Nickel - Ni - analytical method Osmium - Os - parts per million, average value Osmium - Os - analytical method Phosphorus - P - parts per million, average value Phosphorus - P - analytical method Lead - Pb - parts per million, average value Lead - Pb - analytical method Palladium - Pd - parts per million, average value Palladium - Pd - analytical method Praseodymium - Pr - parts per million, average value Praseodymium - Pr - analytical method Platinum - Pt - parts per million, average value Platinum - Pt - analytical method Radium - Ra - parts per million, average value Radium - Ra - analytical method Rubidium - Rb - parts per million, average value Rubidium - Rb - analytical method Rhenium - Re - parts per million, average value Rhenium - Re - analytical method Rhodium - Rh - parts per million, average value Rhodium - Rh - analytical method Radon - Rn - parts per million, average value Radon - Rn - data collectio method Ruthenium - Ru - parts per million, average value Ruthenium - Ru - analytical method Antimony - Sb - parts per million, average value Antimony - Sb - analytical method Scandium - Sc - parts per million, average value Scandium - Sc - analytical method Selenium - Se - parts per million, average value Selenium - Se - analytical method Samarium - Sm - parts per million, average value Samarium - Sm - analytical method Tin - Sn - parts per million, average value Tin - Sn - analytical method Strontium - Sr - parts per million, average value Strontium - Sr - analytical method Tantalum - Ta - parts per million, average value Tantalum - Ta - analytical method Terbium - Tb - parts per million, average value Terbium - Tb - analytical method Tellurium - Te - parts per million, average value Tellurium - Te - analytical method Thorium - Th - parts per million, average value Thorium - Th - analytical method Titanium - Ti - parts per million, average value Titanium - Ti - analytical method Thallium - Tl - parts per million, average value Thallium - Tl - analytical method Thulium - Tm - parts per million, average value Thulium - Tm - analytical method Uranium - U - parts per million, average value Uranium - U - analytical method V_PPM Text 8 Vanadium - V - parts per million, average value V_MTHD Text 4 Vanadium - V - analytical method W_PPM Text 8 Tungsten - W - parts per million, average value W_MTHD Text 4 Tungsten - W - analytical method Y_PPM Text 8 Yttrium - Y - parts per million, average value Y_MTHD Text 4 Yttrium - Y - analytical method YB_PPM Text 8 Ytterbium - Yb - parts per million, average value YB_MTHD Text 4 Ytterbium - Yb - analytical method ZN_PPM Text 8 Zinc - Zn - parts per million, average value ZN_MTHD Text 4 Zinc - Zn - analytical method ZR_PPM Text 8 Zirconium - Zr - parts per million, average value ZR_MTHD Text 4 Zirconium - Zr - analytical method Concentration coefficient (Ki) of a minor or trace element (Ki is equal to the average trace element content in a coal sample divided by the background content or average element content derived from all analyzed coal occurrences of the Former Soviet Union) AG_COEFF Text 8 Silver - Ag - concentration coefficient, Ki AS_COEFF Text 8 Arsenic - As - concentration coefficient, Ki AU_COEFF Text 8 Gold - Au - concentration coefficient, Ki B_COEFF Text 8 Boron - B - concentration coefficient, Ki BA_COEFF Text 8 Barium - Ba - concentration coefficient, Ki BE_COEFF Text 8 Beryllium - Be - concentration coefficient, Ki BI_COEFF Text 8 Bismuth - Bi - concentration coefficient, Ki BR_COEFF Text 8 Bromine - Br - concentration coefficient, Ki CD_COEFF Text 8 Cadmium - Cd - concentration coefficient, Ki CE_COEFF Text 8 Cerium - Ce - concentration coefficient, Ki CL_COEFF Text 8 Chlorine - Cl - concentration coefficient, Ki CO_COEFF Text 8 Cobalt - Co - concentration coefficient, Ki CR_COEFF Text 8 Chromium - Cr - concentration coefficient, Ki CS_COEFF Text 8 Cesium - Cs - concentration coefficient, Ki CU_COEFF Text 8 Copper - Cu - concentration coefficient, Ki DY_COEFF Text 8 Dysprosium - Dy - concentration coefficient, Ki ER_COEFF Text 8 Erbium - Er - concentration coefficient, Ki EU_COEFF Text 8 Europium - Eu - concentration coefficient, Ki F_COEFF Text 8 Fluorine - F - concentration coefficient, Ki GD_COEFF Text 8 Gadolinium - Gd - concentration coefficient, Ki GA_COEFF Text 8 Gallium - Ga - concentration coefficient, Ki GE_COEFF Text 8 Germanium - Ge - concentration coefficient, Ki HG_COEFF Text 8 Mercury - Hg - concentration coefficient, Ki HF_COEFF Text 8 Hafnium - Hf - concentration coefficient, Ki HO_COEFF Text 8 Holmium - Ho - concentration coefficient, Ki I_COEFF Text 8 Iodine - I - concentration coefficient, Ki IN_COEFF Text 8 Indium - In - concentration coefficient, Ki IR_COEFF Text 8 Iridium - Ir - parts per million, average value LA_COEFF Text 8 Lanthanum - La - concentration coefficient, Ki LI_COEFF Text 8 Lithium - Li - concentration coefficient, Ki LU_COEFF Text 8 Lutetium - Lu - concentration coefficient, Ki MN_COEFF Text 8 Manganese - Mn - concentration coefficient, Ki MO_COEFF Text 8 Molybdenum - Mo - concentration coefficient, Ki NB_COEFF Text 8 Niobium - Nb - concentration coefficient, Ki NI_COEFF Text 8 Nickel - Ni - concentration coefficient, Ki OS_COEFF Text 8 Osmium - Os - concentration coefficient, Ki P_COEFF Text 8 Phosphorus - P - concentration coefficient, Ki PB_COEFF Text 8 Lead - Pb - concentration coefficient, Ki PD_COEFF Text 8 Palladium - Pd - concentration coefficient, Ki PR_COEFF Text 8 Praseodymium - Pr - concentration coefficient, Ki PT_COEFF Text 8 Platinum - Pt - concentration coefficient, Ki RA_COEFF Text 8 Radium - Ra - concentration coefficient, Ki RB_COEFF Text 8 Rubidium - Rb - concentration coefficient, Ki RE_COEFF Text 8 Rhenium - Re - concentration coefficient, Ki RH_COEFF Text 8 Rhodium - Rh - concentration coefficient, Ki RN_COEFF Text 8 Radon - Rn - concentration coefficient, Ki RU_COEFF Text 8 Ruthenium - Ru - concentration coefficient, Ki SB_COEFF Text 8 Antimony - Sb - concentration coefficient, Ki SC_COEFF Text 8 Scandium - Sc - concentration coefficient, Ki SE_COEFF Text 8 Selenium - Se - concentration coefficient, Ki SM_COEFF Text 8 Samarium - Sm - concentration coefficient, Ki SN_COEFF Text 8 Tin - Sn - concentration coefficient, Ki SR_COEFF Text 8 Strontium - Sr - concentration coefficient, Ki TA_COEFF Text 8 Tantalum - Ta - concentration coefficient, Ki TB_COEFF Text 8 Terbium - Tb - concentration coefficient, Ki TE_COEFF Text 8 Tellurium - Te - concentration coefficient, Ki TH_COEFF Text 8 Thorium - Th - concentration coefficient, Ki TI_COEFF Text 8 Titanium - Ti - concentration coefficient, Ki TL_COEFF Text 8 Thallium - Tl - concentration coefficient, Ki TM_COEFF Text 8 Thulium - Tm - concentration coefficient, Ki U_COEFF Text 8 Uranium - U - concentration coefficient, Ki V_COEFF Text 8 Vanadium - V - concentration coefficient, Ki W_COEFF Text 8 Tungsten - W - concentration coefficient, Ki Y_COEFF Text 8 Yttrium - Y - concentration coefficient, Ki YB_COEFF Text 8 Ytterbium - Yb - concenteration coefficient, Ki ZN_COEFF Text 8 Zinc - Zn - concentration coefficient, Ki ZR_COEFF Text 8 Zirconium - Zr - concentration coefficient, Ki KSI Text 256 Geochemical specialization of coal, KSi TOXICS TEST 50 Potential toxic elements in the coal sample Table 5. Characteristics of coal washability, density fractions and ash yields of fractions, in percent, Washdata.dbf NUM Number 11 Index COALKEY Number 11 Key field SIZE Text 50 Coal fraction size, in mm Z______ Text 1 Index DEN_LT13 Number 16 Density fraction less than 1300 kg/m 3 DEN_13_14 Number 16 Density fraction from 1300 kg/m 3 to 1400 kg/m3 DEN_14_15 Number 16 Density fraction from 1400 kg/m 3 to 1500 kg/m3 DEN_15_16 Number 16 Density fraction from 1500 kg/m 3 to 1600 kg/m3 DEN_16_18 Number 16 Density fraction from 1600 kg/m 3 to 1800 kg/m3 DEN_GT18 Number 16 Density fraction greater than1800 kg/m 3 DEN_GT20 Number 16 Density fraction greater than 2000 kg/m3 DEN_SUM Number 16 Sum of density fractions ASH_LT13 Number 16 Ash yield for density fraction less than 1300 kg/m 3 ASH_13_14 Number 16 Ash yield for density fraction from 1300 kg/m 3 to 1400 kg/m3 ASH_14_15 Number 16 Ash yield for density fraction from 1400 kg/m3 to 1500 kg/m3 ASH_15_16 Number 16 Ash yield for density fraction from 1500 kg/m 3 to 1600 kg/m3 ASH_16_18 Number 16 Ash yield for density fraction from 1600 kg/m 3 to 1800 kg/m3 ASH_18_20 Number 16 Ash yield for density fraction greater than 1800 kg/m3 ASH_GT20 Number 16 Ash yield for density fraction greater than 2000 kg/m 3 ASH_SUM Number 16 Average value ash yield for the density fractions