Abstract
Geological outcrop is usually the first-hand evidence to cognize the probable geometry, lateral extent, and other properties of conglomeratic channels. If there is no exposure of formation, however, it is hard to recognize elaborate architectural elements just based on poor coverage cores and low-resolution conventional logs vertically. In order to understand vertical distributions of conglomeratic channel architectural elements in the Lower Triassic Baikouquan Formation in southern slope of Mahu Sag, ultrahigh-resolution microresistivity image logs are used to recognize elements under the concept of conglomeratic channel architectures in this article. The microresistivity images were calibrated with cores in different grain-sizes and sedimentary structures. According to microresistivity image fabric, subaerial channel-fills consisted of granules to cobbles; subaqueous channel-fills were composed of well-sorted sandstones to granules. Subaerial channel-margins comprised sandstones to pebbles; subaqueous channel-margins were granules and sandstones. Bypass drapes, deposited from the tail of bypassing flows, were commonly eroded by overlying channel-fills. Convergent drapes, accumulated on top surfaces of channel-margins, preserved well without reworking. Overbank drapes, formed outside the channel, were thick-bedded. Combined with dipmeter pattern of microresistivity image log, six channel story sets were recognized depending on abrupt changes in dip azimuths. In each channel story set, per unit thickness of mud drapes ranged from 0.1 to 0.6 m. Mud drapes in channel story set 1 could be correlated horizontally. In channel story sets 3, 4, and 5, thickness of mud drapes ranged from 0.05 to 2.59 m and averaged at 0.59 m, and channel conglomerates and mud drapes alternated frequently. These understandings would provide important insights on the production potential of petroleum.
1 Introduction
Conglomeratic channels are main deposits in the fluvial depositional systems in fan or fan-delta [1–3]. In oil-field developments of channelized conglomerate reservoirs, architectural elements are thought to have an important impact on recovery efficiency [1–4]. Due to the three-dimensional characteristics of gravelly geologic body, the rapid lateral facies variations, and the associated heterogeneities at different scales, the characterization of conglomeratic channel architectural elements is often highly difficult [5,6]. Related research studies have tended to focus more on the characterization and distribution of heterogeneities within the component gravelly bodies comprising the main channels. However, in fluvial systems dominated by aggradation, fine-grain deposits also play a key role in the stratigraphic succession, and provide significant insights into channel stacking and distances to the main channels [7–11]. These fine-grains, defined as mud drape, are relatively thin and laterally extensive sheet of mud deposited at slack water over a surface formed by ripple marks, sand-waves, the side of a riverine or turbidite bar in a channel, etc. [8].
In Mahu Sag, northwestern Junggar Basin, one billion tons of petroleum reservoirs have been discovered in the Lower Triassic Baikouquan Formation since 2010 [12–15]. Deposited in fluvial depositional system of fan-delta in shallow lake, conglomerates are the dominated sediments of the formation, and conglomeratic intervals are commonly draped by thin siltstones and mudstones [16–18]. No exposure of outcrops and poor coverage of cores, the elaborate conglomeratic channel architectural elements, including mud drapes, could be reflected in conventional wireline logs. Microresistivity image logs obtain the massive resistivities of borehole sidewalls and yield ultrahigh-resolution (5 mm) vertical image of the wellbore [19–24]. Combined with dipmeter pattern, the microresistivity image offers elaborate geological data which compares favorably with obtainable information from real rocks. It is useful evidence to interpret sedimentary facies, architectures, stratigraphy, and paleoenvironments [25–28]. In order to understand the high-resolution vertical stratigraphic characteristics of conglomeratic channel, in this article, microresistivity image fabric and dipmeter are used to recognize channel element, and quantify thickness of mud drapes under the concept of channel story set [29]. Vertical stacked features of architectural elements in conglomeratic channel are further discussed. Microresistivity image logs are introduced into the channel elements, which would contribute to uncover the conglomeratic channel architectural element features in petroleum development and production of Baikouquan Formation.
2 Geological setting and stratigraphy
2.1 Geological background
Mahu Sag, located in northwestern margin of the Junggar Basin, is one of the most important hydrocarbon generation depressions of China (Figure 1a and b) [12–15]. During Early Triassic, gravels were transported from provenance Zaire Mountains into shallow water of Mahu Lake. Near fault zones, gravels were transported by gravity, and the dominated transportation force is tractive current in subaerial braided river and subaqueous distributary channel on the simple structure and low gradient of slope zones. As a result, large-scale coarse-grained fluvial fan-delta systems were developed to form the Lower Triassic Baikouquan Formation around the paleoslope of sag [16–18]. On southern slope, succession of Karamay Fan-delta depositional system is the research area of this article (Figure 1c).
![Figure 1
Geologic setting of the Lower Triassic Baikouquan Formation in southern slope of Mahu Sag, Junggar Basin. (a) Map of China. The Junggar Basin located in northwestern China, indicated by blue dot. (b) Tectonic map of the Junggar Basin. Research region is in the southern slope of Mahu Sag, northwestern margin of Junggar Basin, indicated by blue rectangle. (c) Sedimentary background of Baikouquan Formation (modified from ref. [16]). Fan-delta was dominated by deposits on the paleoslope of sag.](/document/doi/10.1515/geo-2022-0497/asset/graphic/j_geo-2022-0497_fig_001.jpg)
Geologic setting of the Lower Triassic Baikouquan Formation in southern slope of Mahu Sag, Junggar Basin. (a) Map of China. The Junggar Basin located in northwestern China, indicated by blue dot. (b) Tectonic map of the Junggar Basin. Research region is in the southern slope of Mahu Sag, northwestern margin of Junggar Basin, indicated by blue rectangle. (c) Sedimentary background of Baikouquan Formation (modified from ref. [16]). Fan-delta was dominated by deposits on the paleoslope of sag.
2.2 Stratigraphic characteristics
Sandwiched between Permian Upper Urho and Middle Triassic Karamay Formation, thickness of the Lower Triassic Baikouquan Formation is ∼100 m. In stratigraphy, Baikouquan Formation is abbreviated as T1b, and divided into T1b1, T1b2, and T1b3 members upward (Figure 2a). Dominated lithologies of T1b1 are gray-black conglomerates involving grain-size ranging from boulder to granule, remaining section is just brown siltstones and mudstones, scarcely sandstones. Mud drapes are developed in different thicknesses vertically (Figure 2b). T1b2, ∼50 m thick, consists of thick interbeds of gray conglomerates and brown mudstones. Thin gray sandstones and granules are imbedded in meters-thick gray or brown mudstones in T1b3. In Baikouquan Formation, grain-sizes decrease and thicknesses of mudstones increase gradually upward, which indicates that paleo-level of Mahu Lake increased and fan-delta retrograded toward the basin margin gradually during the Early Triassic [30,31]. Roughly, thickness of mud drapes that were imbedded in conglomerates ranged from 1.5 to 4 m according to the lithology of mud log (Figure 2a). Elaborated vertical mud drapes could be reflected in mud and conventional logs.

Stratigraphic characteristics of the Lower Triassic Baikouquan Formation in southern slope of Mahu Sag. (a) Generalized open-hole stratigraphic column of well MH015. Conventional logs: GR – natural gamma ray, SP – spontaneous potential, RT – deep investigation resistivity, RI – middle investigation resistivity, RXO – shallow investigation resistivity, DEN – compensated bulk density, CNL – compensated neutron, AC – acoustic time. (b) Core description and photos in well MH015. Note the alternation of granules and muds. Coring depth is marked in Figure 2a.
3 Data sets and methodology
3.1 Data sets
Conventional comprehensive log programs were completed in most of the wells, which includes gamma ray, self-potential, borehole diameter, resistivity, neutron, sonic and density data (Figure 2a). For the low-quantity cores and low-resolution conventional logs, stratigraphic characteristics cannot be uncovered well. Being different from conventional open-hole logs, microresistivity image log possesses absolute advantages in geological research: (1) ultrahigh-resolution image is sufficient to detect very thin events and sequences visually and (2) dipmeter pattern is possible to determine beddings and significations of sedimentary textural and structural features [21–24]. Eight wells were run by microresistivity image logging tools (Figure 1c): one well, MH016, was logged by Extended-Range MicroImager of Halliburton; and other seven wells were run by Fullbore Formation MicroImager of Schlumberger. Standard procedures were operated to convert resistivity values into 256-grayscale conductivity images normalized in 1 m window, which dynamically enhances the lithological changes and highlights bedding surfaces [16,23]. In some wells, minority cores were taken, which is correlated with microresistivity images.
3.2 Conglomeratic channel elements
In fan-delta plain and front, for example, sediments are mainly transported and accumulated in channels which are dominated by complex deposits. These deposits could be informally divided into multiple hierarchical scales: (1) channel story, involving a set of conformable beds/bedsets bounded by based erosional surface; (2) channel story set, containing a set of channel stories bounded by based erosional surface; and (3) channel complex, comprising multiple channel story sets bounded by based erosional surface.
Classification scheme of conglomeratic channel architectural elements is optimized by Barton et al, including subaerial and subaqueous channel-fill, remnant channel-margin, convergent drapes, bypass drapes, and overbank drapes (Figure 3) [29]. As a dominated element, channel-fills are composed of aggradational gravels. Remnant channel-margins are controlled by successive lateral-accretion events with channel-fill developments, such as point-bar in braided or meandering river [4,32]. Lithology of convergent, bypass, and overbank drapes are mud and silt; however, they are formed in different environments. Convergent drapes are low-flow mudstone units accumulated on the top surfaces of channel-margins during the channel-fill phase. Bypass drapes are preferentially deposited from the tail of bypassing flows, prior to the main phase of channel-filling [7,29]. Mud and silt in overbank are deposited outside the channel and are common in channel overbank and levee [4,32].
![Figure 3
Schematic diagram illustrates the conglomeratic channel architectural elements (modified from ref. [29]). Note the three different mud drapes.](/document/doi/10.1515/geo-2022-0497/asset/graphic/j_geo-2022-0497_fig_003.jpg)
Schematic diagram illustrates the conglomeratic channel architectural elements (modified from ref. [29]). Note the three different mud drapes.
4 Elements in microresistivity image
4.1 Calibration microresistivity images with cores
For the conductivity differences of various rocks, lithologies and stratifications are easily distinguished in two-dimensional visualized microresistivity image fabric. The gravels are elaborate “mottled” in microresistivity images. The spots within different gray values suggest the approximate gravelly grains: the bigger the spots, the coarser the gravels (Figure 4a–c) [16,33–36]. The images of sands are homogeneous brown yellow color (Figure 4d). Silty and muddy intervals are in low resistivity. Correspondingly, microresistivity images of both are homogeneous brown-dark or dark color (Figure 4e and f). The common sedimentary structures in conglomeratic channel of the Baikouquan Formation include cross-bedding, massive-bedding, and scour-and-fill structure. Cross-beddings are sinusoids with some dips and inclinations interpreted from the dip log patterns of microresistivity image logs (Figure 5a). Massive-beddings are disorganized in the images (Figure 4a–c). Scour-and-fill structures are erosive lithological interface with overlying spots and underlying dark massiveness (Figure 5b).
![Figure 4
Microresistivity images and core photographs of grain-size (modified from ref. [16]). (a) Cobbles are big spots in microresistivity images. (b) Pebbles are medium spots in microresistivity images. (c) Granules are small spots in microresistivity images. (d) Sandstone is brown yellow in microresistivity images. (e) Siltstones are brown-dark color in microresistivity images. (f) Mudstones are dark color in microresistivity images.](/document/doi/10.1515/geo-2022-0497/asset/graphic/j_geo-2022-0497_fig_004.jpg)
Microresistivity images and core photographs of grain-size (modified from ref. [16]). (a) Cobbles are big spots in microresistivity images. (b) Pebbles are medium spots in microresistivity images. (c) Granules are small spots in microresistivity images. (d) Sandstone is brown yellow in microresistivity images. (e) Siltstones are brown-dark color in microresistivity images. (f) Mudstones are dark color in microresistivity images.
![Figure 5
Microresistivity images and core photographs of sedimentary structures (modified from ref. [16]). (a) Cross-beddings in granules. The microresistivity images show sinusoids with some dips and inclinations. (b) Scour-and-fill structures and mudstone-clasts. The microresistivity images show erosive lithological interface.](/document/doi/10.1515/geo-2022-0497/asset/graphic/j_geo-2022-0497_fig_005.jpg)
Microresistivity images and core photographs of sedimentary structures (modified from ref. [16]). (a) Cross-beddings in granules. The microresistivity images show sinusoids with some dips and inclinations. (b) Scour-and-fill structures and mudstone-clasts. The microresistivity images show erosive lithological interface.
4.2 Subaerial elements
In fan-delta plain, granules to cobbles were mainly transferred by high energy traction current in braided river. In microresistivity image fabric, the channel-fill element is characterized by (1) abrupt change and irregular based interface, suggesting erosional surfaces, (2) chaotic spots within different brightness or disconnected dark stripes, implying based lag deposits, (3) decrease in spots’ diameter upward, indicating normally graded conglomerates, and (4) decrease in dips and constant azimuths of dips upward, representing aggradational deposition in the axis of channel. Bypass drapes, suggested by dark block in microresistivity image fabric, were eroded by overlying channel conglomerates to form top irregular erosional surfaces and lag deposits during erosion and downcutting in channel-fill phase (Figure 6a). The erosional bypass drapes were called “channel-base drapes” as well [29]. In strong erosion, channel conglomerates would interfinger with channel-base drapes. Channel-margin consists of normally graded granules to sandstones in weak cross-bedding. Convergent drapes are characterized by flat contact with underling and overlying channel-margin conglomerates. In interstratified interval of multiple channel-margins and convergent drapes, upward bed-thinning successions of conglomerates are evident (Figure 6b). In addition, floodplain mud drapes are not found in vertical fan-delta plain in wells.

Microresistivity image fabric of subaerial elements. (a) Microresistivity image fabric of subaerial channel-fills and bypass drapes in well MH012. Note the based erosional surfaces and lag deposits, upward dips decrease and normally graded in channel-fills. (b) Microresistivity image fabric of subaerial channel-margins and convergent drapes in well MH16. Note the interstratified upward bed-thinning conglomerates and muds.
4.3 Subaqueous elements
Compared with subaerial channel-fill elements, lithologies of subaqueous channel-fill elements in fan-delta front are mainly normally graded and well-sorted granules and sandstones, no pebbles or cobbles. Their channel-base-bounding surfaces are associated with sedimentary features suggestive of significant erosion and bypass. Within channel-fill element, dip azimuths are uniform in the same coset, and the dip may be different in different cosets (Figure 7a). Subaqueous channel-margins consist of gravelly sandstones and sandstones in weak cross-bedding. Without being eroded, convergent drapes separate individual channel-margin element. Decimeters-thick channel-margins and convergent drapes are alternated to be sandstone and mud interbeds (Figure 7b). Overbank drapes deposited outside the channel levee are commonly referred to as interchannel shales (Figure 7c). Vertically, this mud drapes are meters-thick.

Microresistivity image fabric of subaqueous elements. (a) Microresistivity image fabric of subaqueous channel-fills and bypass drapes in well MH7. Note the erosional surfaces, lag deposits, and centimeter-thick drapes. (b) Microresistivity image fabric of subaqueous channel-margins and convergent drapes in well MH24. Note the interstratified upward bed-thinning sand-rich conglomerates and thin muds. (c) Microresistivity image fabric of subaqueous overbank drapes in well MH23. Note the thick mudstones.
5 Elements in vertical formation
5.1 Channel story sets
Taken well MH015 as an example, recognition result of channel story set is shown in Figure 8 combining with dipmeter of microresistivity image logs of entire formation. Overlying beds of amalgamated granules and sandstones that display upward-decreasing dips are interpreted as channel-fills. Flat-bedded successions of thin-bedded sandstones and mudstones are interpreted as channel-margins and convergent drapes, respectively. Thick-bedded siltstones and claystones are interpreted as overbanks. Irregular abrupt fabric changes between conglomerates and mud drapes are interpreted as the position of erosional disconformities. The pattern of bedding dips within each channel story set depends on the channel-fill architecture; therefore, abrupt changes in dip azimuths mark the probable different channel story sets [29]. Based on rose diagram of dip azimuths in channel-fills and thickness of mud drapes, six channel story sets are identified in the Lower Triassic Baikouquan Formation of well MH015 (Figure 8a).

Recognized result of architectural elements and channel story sets in well MH015. (a) Six channel story sets are identified. Note the abrupt changes in dip azimuths between channel story sets. (b) Microresistivity image of base of channel story set 1. Note the erosional surface in 3561.9 m. (c) Microresistivity image of base of channel story set 2. Note the erosional surface in 3551.4 m. (d) Microresistivity image of base of channel-filling in channel story set 3. Note the erosional surface in 3538.2 m. (e) Microresistivity image of base of channel story set 4. Note the erosional surface in 3526.5 m. (f) Microresistivity image of base of channel story set 5. Note the chaotic-based lag mud-clasts in 3515.8 m. (g) Microresistivity image of base of channel story set 6. Note the erosional surface in 3512.2 m.
The base of channel story set 1 is indicated by 1.03 m thick chaotic-based lag conglomerates overlying Permian mudstones disconformably (Figure 8b). Restricted by two thin bypass drapes, two subaerial NE ward-dipping channel-fills consist of granules to cobbles. The base of channel story set 2 is marked by based erosional surface, and consists of one NNE ward-dipping channel-fills and 5.20 m thick overbank drape (Figure 8c). The base of channel story set 3 is marked by two massive channel-margin sandstones and convergent mudstone interbeds. Eastward-dipping sand-rich channel-filling sequences contain based erosional indicators (Figure 8d). The channel story set 4 overlies 2.59 m thick overbank muds disconformably (Figure 8e). Five bypass drapes separate five channel-fill elements vertically. The base of channel story set 5 is suggested by 0.12 m thick chaotic-based lag mud-clasts overlying residual millimeter-thick drapes (Figure 8f). Upward-decreasing dips are evident in one dominated channel-fill. The base of channel story set 6 is indicated by complex bypass drapes formed by two 0.2 m thick mudstones (Figure 8g). NE ward-dipping 3.85 m thick channel-fill is covered by convergent drapes and channel-margins. Proved by lithology, microresistivity image, and conventional log, from 3502.78 m to the top of Baikouquan Formation, thick fine grain-size intervals containing siltstones and mudstones suggest lacustrine sediments (Figure 8a) [12–18].
5.2 Quantification of mud drapes
Based on various architectural elements in conglomeratic channels recognized in image logs, quantitative statistical assessments of mud drapes in the channel story set would be obtained in entire vertical formation. In these six channel story sets of well MH015, per unit thickness of three kinds of drapes ranges from 0.1 to 0.6 m (Figure 9). It means that conglomerates are dominated sediments. In channel story sets 3, 4, and 5, per unit count of drapes is ∼0.5, larger than that in channel story sets 1 and 2. This means that channel conglomerates and mud drapes alternate more frequently in these three channel story sets. The thickness of drapes in channel story sets 3, 4, and 5 ranges from 0.05 to 2.59 m, averages at 0.59 m, and more than 80% of drapes are less than 0.5 m thick. Proved by actual production of this research area, oiliness of well-sorted channel-fill elements in channel story sets 3, 4, and 5 are the best. These thin and frequent drapes might contribute to block petroleum molecules in conglomeratic elements effectively during hydrocarbon enrichment stage to form oil-bearing intervals [30].

Per unit thickness and count of drapes in different channel story sets of well MH015.
6 Discussion
6.1 Summarized characteristics of elements
Differentiated features of various elements from microresistivity image fabric could be summarized as follows (Table 1): (1) subaerial channel-fills consist of granules to cobbles, and subaqueous ones are composed of well-sorted sandstones to granules; (2) subaerial channel-margins comprise sandstones to pebbles, and subaqueous ones are granules and sandstones; (3) channel-fills generally associate with based erosional surfaces and mud-clasts, and channel-margins contact with drapes in flat surfaces; (4) bypass drapes are commonly eroded by overlying channel-fills; (5) convergent drapes preserve well with no reworking; and (6) overbank drapes are thick-bedded. All these characteristics would contribute to recognize fan-delta conglomeratic sedimentary facies and architectural elements in Baikouquan Formation using microresistivity images.
Facies of architectural elements identified from microresistivity images
| Environment | Element | Texture and fabric | Sedimentary characteristics | Main process |
|---|---|---|---|---|
| Subaerial | Channel-fill | Granule to boulder, based mud-clast | Cross-bedding, massive, based erosional surface, decrease in dips upward, normally graded | High energy traction current |
| Channel-margin | Sandstone to pebble | Cross-bedding, massive, similar dipmeters, upward bed-thinning | Migration of channel-fill | |
| Convergent drape | Mudstone to siltstone | Massive, thin-bedded | Suspension on top of channel-margin | |
| Bypass drape | Mudstones to siltstone | Massive, top erosional surface, thin-bedded | Suspension from tail of bypassing flows | |
| Subaqueous | Channel-fill | Granule to sandstone | Cross-bedding, massive, based weak erosional surface, similar dips, normally graded | Middle-low energy traction current |
| Channel-margin | Sandstone | Weak cross-bedding, massive, upward bed-thinning | Migration of channel-fill | |
| Convergent drape | Mudstone to siltstone | Massive, thin-bedded | Suspension on top of channel-margin | |
| Bypass drape | Mudstone to siltstone | Massive, top weak erosional surface, thin-bedded | Suspension from tail of bypassing flows | |
| Overbank drape | Mudstone to siltstone | Massive, thick-bedded. | Suspension outside of channel levee |
6.2 Correlation in wells
Grain flow and gravity flow in conglomeratic channel are the main processes to form the fan-delta deposit which may be overlaid or draped by laminated beds of very fine grains. High-resolution vertical elements are recognized similarly in adjacent wells using microresistivity image logs. Correlating the mud drapes in near wells is an effective method to describe the channel architecture characteristics. Some elements could be correlated along- and/or across-stream. For example, the mud drape correlations of well MH4, MH012, and MH013 are shown in Figure 10. Channel story set 1 consists of two channel-fills and mud drapes which are correlated wells. The min and max thickness of this set are 8.65 m in well MH012 and 25.83 m in well MH013, respectively. Imbedded by channel-fills, thickness of the bypass drapes ranges from 0.07 to 0.75 m; however, they can be traced horizontally. Thickness of the convergent drapes in channel story set 2 ranges from 0.03 to 1.18 m. Accompanied with erosional surface, there is no top thick drape in well MH013, MH4, or MH012. In channel story sets 4, 5, and 6, channel-fills, channel-margins, and drapes are superimposed randomly. All drapes are recognized vertically, even though, some thin drapes are hard to be correlated horizontally [37]. According to the oil interpretation, channel-fill and channel-margin in channel story sets 2, 3, 4, and 5 are dominated by oil-bearing intervals.

Mud drape correlation of wells MH4, MH012, and MH013. Well locations are marked in Figure 1.
In hydrocarbon reservoir, impenetrability mud drapes act as baffles and barriers of underground flow between individual reservoir elements, such as point bar, channel-fill, and foreset [38–40]. Extensive large-scale drapes fill in shelf edge canyon, hemipelagic or abyssal zone with hundreds of meters-thick. Meters-thick mud drapes blanketed in swamp, lake, floodplain, abandonment channel, side of river, tidal, or turbidite channels depositional environment are usually meso-scale [41–44]. Sparse, randomly distributed small-scale drapes are only a few millimeters or centimeters thick laminations occurring in irregular micro-topography, such as channel surface, ripple mark, or shallow scour [41,42]. In Baikouquan Formation, the upper dozens of meters-thick lacustrine is the extensive continuous large-scale drapes that cover the fan-delta deposits. It is the regional cap rocks of conglomeratic channel reservoirs. Secondarily, top meters-thick overbank drape in each channel story set is the partial meso-scale barriers for channels. Within channel story set, centimeters-thick bypass and convergent drapes are small-scale interlayers sandwiched by channel-fill and channel-margin.
7 Conclusions
In the fan-delta deposit of Lower Triassic Baikouquan Formation in southern slope of Mahu Sag, microresistivity image logs are characterized to recognize architectural elements in conglomeratic channel architectures vertically. Based on microresistivity image fabric, subaerial and subaqueous channel elements are recognized, respectively. Subaerial normally graded channel-fills consist of granules to cobbles, and subaqueous ones are composed of well-sorted sandstones to granules. Subaerial upward bed-thinning channel-margins comprise sandstones to pebbles, and subaqueous ones are granules and sandstones. Channel-fills generally associate with based erosional surfaces and mud-clasts, and channel-margins contact with drapes in flat surfaces. Bypass drapes are commonly eroded by overlying channel-fills. Convergent drapes preserve well without reworking. Overbank drapes are thick-bedded.
In vertical sense, six channel story sets are recognized depending on abrupt changes in dip azimuths from dipmeters pattern of microresistivity image logs. In these channel story sets, per unit thickness of mud drapes ranges from 0.1 to 0.6 m. In channel story sets 3, 4, and 5, channel conglomerates and mud drapes alternate more frequently than that in story sets 1 and 2. The thickness of mud drapes in these three channel story sets ranges from 0.05 to 2.59 m, averages at 0.59 m, and more than 80% of drapes are less than 0.5 m. In transverse area, thickness of the bypass drapes in channel story set 1 ranges from 0.07 to 0.75 m; however, they can be traced horizontally. Thickness of the convergent drapes in channel story set 2 ranges from 0.03 to 1.18 m. In channel story sets 4, 5, and 6, channel-fills, channel-margins, and drapes are superimposed randomly.
The upper dozens of meters-thick lacustrine in the Baikouquan Formation is the extensive continuous large-scale cap rocks that cover the fan-delta deposits. The top meters-thick overbank drape in each channel story set is the partial meso-scale barriers for channels. Within channel story set, centimeters-thick bypass and convergent drapes are small-scale interlayers sandwiched by channel-fill and channel-margin.
Acknowledgements
This article was jointly supported by the National Natural Science Foundation of China (Nos. 42202113 and 42130813). The anonymous reviewers are gratefully acknowledged for constructive comments that substantially improved the quality of this manuscript. Also, we appreciate the editor’s suggestions to revise this manuscript.
-
Conflict of interest: Authors state no conflict of interest.
References
[1] Billi P, Magi M, Sagri M. Pleistocene lacustrine fan delta deposits of the Valdarno Basin, Italy. J Sediment Petrol. 1991;61(2):280–90.10.1306/D42676EF-2B26-11D7-8648000102C1865DSearch in Google Scholar
[2] Horton BK, Schmitt JG. Sedimentology of a lacustrine fan-delta system, Miocene Horse Camp Formation, Nevada, USA. Sedimentology. 1996;43:133–55.10.1111/j.1365-3091.1996.tb01464.xSearch in Google Scholar
[3] Miall AD. The geology of fluvial deposits: sedimentary facies, basin analysis, and petroleum geology. Berlin Heidelberg, New York: Springer; 2006.10.1007/978-3-662-03237-4Search in Google Scholar
[4] Miall AD. Fluvial depositional systems. Switzerland: Springer International Publishing; 2014.10.1007/978-3-319-00666-6Search in Google Scholar
[5] Deynouxa M, Çiner A, Monod O, Karabıyıkoglu M, Manatschala G, Tuzcu S. Facies architecture and depositional evolution of alluvial fan to fan-delta complexes in the tectonically active Miocene Köprüçay Basin, Isparta Angle, Turkey. Sediment Geol. 2005;173:315–43.10.1016/j.sedgeo.2003.12.013Search in Google Scholar
[6] Nichols GJ, Fisher JA. Processes, facies and architecture of fluvial distributary system deposits. Sediment Geol. 2007;19:75–90.10.1016/j.sedgeo.2006.07.004Search in Google Scholar
[7] Nwajide CS. Convergent mud drapes on some planar cross-beds in the fluvial Turonian sandstones of the Makurdi Formation, Benue Trough, Nigeria. J Afr Earth Sci. 1988;7(1):113–20.10.1016/0899-5362(88)90057-7Search in Google Scholar
[8] Potter PE, Maynard JB, Depetris PJ. Mud and mudstones: introduction and overview. Berlin Heidelberg, New York: Springer; 2005.10.1007/b138571Search in Google Scholar
[9] Gardnera MH, Borera JM, Melick JJ, Mavilla N, Dechesne M, Wagerl RN. Stratigraphic process-response model for submarine channels and related features from studies of Permian Brushy Canyon outcrops, West Texas. Mar Pet Geol. 2003;20:757–87.10.1016/j.marpetgeo.2003.07.004Search in Google Scholar
[10] Ainsworth RB, McCrudden M, Hopcroft B, Root R, Theologou P, Flett M, et al. Sequence stratigraphy of the Wheatstone and Iago Fields, North West Shelf, Australia: implications for reservoir characterization. In: Keep M, Moss SJ, editors. The Sedimentary Basins of Western Australia V. Proceedings of the Petroleum Exploration Society of Australia Symposium. Perth, WA; 2019. p. 24.Search in Google Scholar
[11] Hiscott RN, Aksu AE, Yaltırak C. The uppermost Pleistocene–Holocene mud drape across the Marmara Sea: quantification of detrital supply from southern Marmara rivers. Sediment Geol. 2021;415:105851.10.1016/j.sedgeo.2021.105851Search in Google Scholar
[12] Kuang LC, Tang Y, Lei DW, Wu T, Qu JH. Exploration of fan-controlled large-area lithologic oil reservoirs of Triassic Baikouquan Formation in slope zone of Mahu Depression in Junggar Basin. China Pet Explor. 2014;19(6):14–23. (in Chinese with English abstract).Search in Google Scholar
[13] Zhi DM. Discovery and hydrocarbon accumulation mechanism of quasi-continuous high-efficiency reservoirs of Baikouquan Formation in Mahu Sag, Junggar Basin. Xinjiang Pet Geol. 2016;37(4):373–82. (in Chinese with English abstract).Search in Google Scholar
[14] Sang LX, Liu J, Wang GW, Wang ST, Li Q, Zhang YL. High-quality reservoirs prediction of fan delta in the Triassic Baikouquan Formation in west slope of Mahu sag, Junggar Basin. J Palaeogeogr (Chin Ed). 2020;22(6):1053–64. (in Chinese with English abstract).Search in Google Scholar
[15] He J, Tang HX, Wang LS, Yang ZM, Wang Y, Zhang XY, et al. Genesis of heterogeneity in conglomerate reservoirs: insights from the Baikouquan formation of Mahu sag, in the Junggar Basin, China. Pet Sci Technol. 2021;39(1):11–29.10.1080/10916466.2020.1830107Search in Google Scholar
[16] Yuan R, Zhang CM, Tang Y, Qu JH, Guo XD, Sun YQ, et al. Utilizing borehole electrical images to interpret lithofacies of fan-delta: a case study of Lower Triassic Baikouquan Formation in Mahu Depression, Junggar Basin, China. Open Geosci. 2017;9:539–53.10.1515/geo-2017-0041Search in Google Scholar
[17] Pan J, Zhang CM, Pang L, Li P, Zhu R. Depositional evolution characteristics of the Triassic Baikouquan Formation in Xiazijie fan area of Mahu sag, Junggar Basin. J Palaeogeogr (Chin Ed). 2019;21(6):913–24. (in Chinese with English abstract).Search in Google Scholar
[18] Yang K, Zhou D, Yang B, Tong JS, Luo S, Chen YH, et al. The depositional evolution and controlling factors of the Lower Triassic Baikouquan Formation, Northern Mahu Slope, Junggar Basin, NW China. Geol J. 2020;56(5):2720–35.10.1002/gj.4064Search in Google Scholar
[19] Moreau J, Joubert JB. Glacial sedimentology interpretation from borehole image log: example from the Late Ordovician deposits, Murzuq Basin (Libya). Interpretation. 2016;4(2):B1–16.10.1190/INT-2015-0161.1Search in Google Scholar
[20] Yuan R, Yang B, Pan CF, Guo XG, Huang LL, He WJ, et al. Conglomerate petrology characterization using high-definition borehole electrical images in the Upper Urho Formation at well JL42, Zhongguai Uplift, Junggar Basin, China. Interpretation. 2020;8(3):SL137–50.10.1190/INT-2019-0243.1Search in Google Scholar
[21] Ekstrom MP, Dahan CA, Chen MY, Lloyd PM, Rossi DJ. Formation imaging with microelectrical scanning arrays. SPWLA 27th Annual Logging Symposium; 1986. BB.Search in Google Scholar
[22] Xu CM. Interpreting shoreline sands using borehole images: a case study of the Cretaceous Ferron Sandstone Member in Utah. AAPG Bull. 2007;91(9):1319–38.10.1306/04160706132Search in Google Scholar
[23] Thompson L. Atlas of borehole imagery. 2nd edn. Tulsa, USA: AAPG Discovery Series 13; 2009.Search in Google Scholar
[24] Lai J, Wang GW, Wang S, Cao JT, Li M, Pang XJ, et al. A review on the applications of image logs in structural analysis and sedimentary characterization. Mar Pet Geol. 2018;95:139–66.10.1016/j.marpetgeo.2018.04.020Search in Google Scholar
[25] Donselaar ME, Schmidt JM. Integration of outcrop and borehole image logs for high-resolution facies interpretation: example from a fluvial fan in the Ebro basin, Spain. Sedimentology. 2005;52:1021–42.10.1111/j.1365-3091.2005.00737.xSearch in Google Scholar
[26] Xu CM, Cronin TP, McGinness TE, Steer B. Middle Atokan sediment gravity flows in the Red Oak field, Arkoma Basin, Oklahoma: a sedimentary analysis using electrical borehole images and wireline logs. AAPG Bull. 2009;93(1):1–29.10.1306/09030808054Search in Google Scholar
[27] Folkestad A, Veselovsky Z, Roberts P. Utilising borehole image logs to interpret delta to estuarine system: a case study of the subsurface Lower Jurassic Cook Formation in the Norwegian northern North Sea. Mar Pet Geol. 2012;29:255–75.10.1016/j.marpetgeo.2011.07.008Search in Google Scholar
[28] Brekke H, MacEachern JA, Roenitz T, Dashtgard SE. The use of microresistivity image logs for facies interpretations: an example in point-bar deposits of the McMurray Formation, Alberta, Canada. AAPG Bull. 2017;101(5):655–82.10.1306/08241616014Search in Google Scholar
[29] Barton M, O’Byrne C, Pirmez C, Prather B, van der Vlugt F, Alpak FO, et al. Turbidite channel architecture: recognizing and quantifying the distribution of channel-base drapes using core and dipmeter data. In: Pöppelreiter M, García-Carballido C, Kraaijveld M, editors. Dipmeter and borehole image log technology. Tulsa, USA: AAPG Memoir 92; 2010. p. 195–210.Search in Google Scholar
[30] Wu F, Xi YP, Fan QC, Yao C, Cong LL, Zhang FS, et al. Influence of spatial distribution of pores on NMR transverse relaxation time in pebbly sandstone. J Mag. 2019;24(4):704–16.10.4283/JMAG.2019.24.4.704Search in Google Scholar
[31] Zhang CM, Wang XL, Zhu R, Qu JH, Pan J, An ZY. Litho⁃facies classification of Baikouquan Formation in Mahu Sag, Junggar Basin. Xinjiang Pet Geol. 2016;37(5):606–14. (in Chinese with English abstract).Search in Google Scholar
[32] Yin YS. A new stochastic modeling of 3-d mud drapes inside point bar sands in meandering river deposits. Nat Resour Res. 2013;22(4):311–20.10.1007/s11053-013-9219-3Search in Google Scholar
[33] Zhou LX. Application of Fullbore Formation Microimager (FMI) to study of glutenite sedimentary structures in Jiyang Depression. Xinjiang Pet Geol. 2008;29(5):654–6. (in Chinese with English abstract).Search in Google Scholar
[34] Yan JP, Cai JG, Zhao HM, Li ZZ, Xu GH. Application of electrical image logging in the study of sedimentary characteristics in sandy conglomerates. Pet Explor Dev. 2011;38(4):15–6. (in Chinese with English abstract).Search in Google Scholar
[35] Luo XP, Pang X, Su DX, Lu H, Zhang N, Wang G. Recognition of complicated sandy conglomerate reservoir based on micro-resistivity imaging logging: a case study of Baikouquan Formation in western slope of Mahu Sag, Junggar Basin. Xinjiang Pet Geol. 2018;39(3):345–51. (in Chinese with English abstract).Search in Google Scholar
[36] Yuan R, Zhu R, Guo XG, Zhang L, An ZY, Wu J, et al. A grain size auto-classification of Baikouquan Formation, Mahu Depression, Junggar Basin, China. Open Geosci. 2020;12:275–89.10.1515/geo-2020-0106Search in Google Scholar
[37] Yeste LM, Varela AN, Viseras C, Mcdougall ND, García-García F. Reservoir architecture and heterogeneity distribution in floodplain sandstones: key features in outcrop, core and wireline logs. Sedimentology. 2020;67:3355–88.10.1111/sed.12747Search in Google Scholar
[38] Allen JRL. Mud drapes in sand-wave deposits: a physical model with application to the Folkestone Beds (Early Cretaceous, Southeast England). Philos Trans R Soc Lond Ser A, Math Phys Sci. 1982;306:291–345.10.1098/rsta.1982.0089Search in Google Scholar
[39] Shepherd M. Braided fluvial reservoirs. In: Shepherd M, editor. Oil field production geology. Tulsa, USA: AAPG Memoir 91; 2009. p. 273–7.10.1306/13161222M913372Search in Google Scholar
[40] Li SL, Gao XJ. A new strategy of crosswell correlation for channel sandstone reservoirs – an example from Daqing oilfield, China. Interpretation. 2019;7(2):T409–21.10.1190/INT-2018-0074.1Search in Google Scholar
[41] Allen JRL. Lower Cretaceousin tides revealed by cross-bedding with mud drapes. Nature. 1981;289:579–81.10.1038/289579a0Search in Google Scholar
[42] Jablonski BVJ, Dalrymple RW. Recognition of strong seasonality and climatic cyclicity in an ancient, fluvially dominated, tidally influenced point bar: Middle McMurray Formation, Lower Steepbank River, north-eastern Alberta, Canada. Sedimentology. 2016;63:552–85.10.1111/sed.12228Search in Google Scholar
[43] Li SL, Li XB, Jin JL, Cui G, Liu S, Lü JP, et al. Classification and sedimentary distribution pattern of subaqueous fan in fault lacustrine environment. J Palaeogeogr (Chin Ed). 2018;20(6):963–72. (in Chinese with English abstract).Search in Google Scholar
[44] Colombera NY, McCormick-Cox T, Mountney NP. Seismic-driven geocellular modeling of fluvial meander-belt reservoirs using a rule-based method. Mar Pet Geol. 2018;93:553–69.10.1016/j.marpetgeo.2018.03.042Search in Google Scholar
© 2023 the author(s), published by De Gruyter
This work is licensed under the Creative Commons Attribution 4.0 International License.
Articles in the same Issue
- Regular Articles
- Diagenesis and evolution of deep tight reservoirs: A case study of the fourth member of Shahejie Formation (cg: 50.4-42 Ma) in Bozhong Sag
- Petrography and mineralogy of the Oligocene flysch in Ionian Zone, Albania: Implications for the evolution of sediment provenance and paleoenvironment
- Biostratigraphy of the Late Campanian–Maastrichtian of the Duwi Basin, Red Sea, Egypt
- Structural deformation and its implication for hydrocarbon accumulation in the Wuxia fault belt, northwestern Junggar basin, China
- Carbonate texture identification using multi-layer perceptron neural network
- Metallogenic model of the Hongqiling Cu–Ni sulfide intrusions, Central Asian Orogenic Belt: Insight from long-period magnetotellurics
- Assessments of recent Global Geopotential Models based on GPS/levelling and gravity data along coastal zones of Egypt
- Accuracy assessment and improvement of SRTM, ASTER, FABDEM, and MERIT DEMs by polynomial and optimization algorithm: A case study (Khuzestan Province, Iran)
- Uncertainty assessment of 3D geological models based on spatial diffusion and merging model
- Evaluation of dynamic behavior of varved clays from the Warsaw ice-dammed lake, Poland
- Impact of AMSU-A and MHS radiances assimilation on Typhoon Megi (2016) forecasting
- Contribution to the building of a weather information service for solar panel cleaning operations at Diass plant (Senegal, Western Sahel)
- Measuring spatiotemporal accessibility to healthcare with multimodal transport modes in the dynamic traffic environment
- Mathematical model for conversion of groundwater flow from confined to unconfined aquifers with power law processes
- NSP variation on SWAT with high-resolution data: A case study
- Reconstruction of paleoglacial equilibrium-line altitudes during the Last Glacial Maximum in the Diancang Massif, Northwest Yunnan Province, China
- A prediction model for Xiangyang Neolithic sites based on a random forest algorithm
- Determining the long-term impact area of coastal thermal discharge based on a harmonic model of sea surface temperature
- Origin of block accumulations based on the near-surface geophysics
- Investigating the limestone quarries as geoheritage sites: Case of Mardin ancient quarry
- Population genetics and pedigree geography of Trionychia japonica in the four mountains of Henan Province and the Taihang Mountains
- Performance audit evaluation of marine development projects based on SPA and BP neural network model
- Study on the Early Cretaceous fluvial-desert sedimentary paleogeography in the Northwest of Ordos Basin
- Detecting window line using an improved stacked hourglass network based on new real-world building façade dataset
- Automated identification and mapping of geological folds in cross sections
- Silicate and carbonate mixed shelf formation and its controlling factors, a case study from the Cambrian Canglangpu formation in Sichuan basin, China
- Ground penetrating radar and magnetic gradient distribution approach for subsurface investigation of solution pipes in post-glacial settings
- Research on pore structures of fine-grained carbonate reservoirs and their influence on waterflood development
- Risk assessment of rain-induced debris flow in the lower reaches of Yajiang River based on GIS and CF coupling models
- Multifractal analysis of temporal and spatial characteristics of earthquakes in Eurasian seismic belt
- Surface deformation and damage of 2022 (M 6.8) Luding earthquake in China and its tectonic implications
- Differential analysis of landscape patterns of land cover products in tropical marine climate zones – A case study in Malaysia
- DEM-based analysis of tectonic geomorphologic characteristics and tectonic activity intensity of the Dabanghe River Basin in South China Karst
- Distribution, pollution levels, and health risk assessment of heavy metals in groundwater in the main pepper production area of China
- Study on soil quality effect of reconstructing by Pisha sandstone and sand soil
- Understanding the characteristics of loess strata and quaternary climate changes in Luochuan, Shaanxi Province, China, through core analysis
- Dynamic variation of groundwater level and its influencing factors in typical oasis irrigated areas in Northwest China
- Creating digital maps for geotechnical characteristics of soil based on GIS technology and remote sensing
- Changes in the course of constant loading consolidation in soil with modeled granulometric composition contaminated with petroleum substances
- Correlation between the deformation of mineral crystal structures and fault activity: A case study of the Yingxiu-Beichuan fault and the Milin fault
- Cognitive characteristics of the Qiang religious culture and its influencing factors in Southwest China
- Spatiotemporal variation characteristics analysis of infrastructure iron stock in China based on nighttime light data
- Interpretation of aeromagnetic and remote sensing data of Auchi and Idah sheets of the Benin-arm Anambra basin: Implication of mineral resources
- Building element recognition with MTL-AINet considering view perspectives
- Characteristics of the present crustal deformation in the Tibetan Plateau and its relationship with strong earthquakes
- Influence of fractures in tight sandstone oil reservoir on hydrocarbon accumulation: A case study of Yanchang Formation in southeastern Ordos Basin
- Nutrient assessment and land reclamation in the Loess hills and Gulch region in the context of gully control
- Handling imbalanced data in supervised machine learning for lithological mapping using remote sensing and airborne geophysical data
- Spatial variation of soil nutrients and evaluation of cultivated land quality based on field scale
- Lignin analysis of sediments from around 2,000 to 1,000 years ago (Jiulong River estuary, southeast China)
- Assessing OpenStreetMap roads fitness-for-use for disaster risk assessment in developing countries: The case of Burundi
- Transforming text into knowledge graph: Extracting and structuring information from spatial development plans
- A symmetrical exponential model of soil temperature in temperate steppe regions of China
- A landslide susceptibility assessment method based on auto-encoder improved deep belief network
- Numerical simulation analysis of ecological monitoring of small reservoir dam based on maximum entropy algorithm
- Morphometry of the cold-climate Bory Stobrawskie Dune Field (SW Poland): Evidence for multi-phase Lateglacial aeolian activity within the European Sand Belt
- Adopting a new approach for finding missing people using GIS techniques: A case study in Saudi Arabia’s desert area
- Geological earthquake simulations generated by kinematic heterogeneous energy-based method: Self-arrested ruptures and asperity criterion
- Semi-automated classification of layered rock slopes using digital elevation model and geological map
- Geochemical characteristics of arc fractionated I-type granitoids of eastern Tak Batholith, Thailand
- Lithology classification of igneous rocks using C-band and L-band dual-polarization SAR data
- Analysis of artificial intelligence approaches to predict the wall deflection induced by deep excavation
- Evaluation of the current in situ stress in the middle Permian Maokou Formation in the Longnüsi area of the central Sichuan Basin, China
- Utilizing microresistivity image logs to recognize conglomeratic channel architectural elements of Baikouquan Formation in slope of Mahu Sag
- Resistivity cutoff of low-resistivity and low-contrast pays in sandstone reservoirs from conventional well logs: A case of Paleogene Enping Formation in A-Oilfield, Pearl River Mouth Basin, South China Sea
- Examining the evacuation routes of the sister village program by using the ant colony optimization algorithm
- Spatial objects classification using machine learning and spatial walk algorithm
- Study on the stabilization mechanism of aeolian sandy soil formation by adding a natural soft rock
- Bump feature detection of the road surface based on the Bi-LSTM
- The origin and evolution of the ore-forming fluids at the Manondo-Choma gold prospect, Kirk range, southern Malawi
- A retrieval model of surface geochemistry composition based on remotely sensed data
- Exploring the spatial dynamics of cultural facilities based on multi-source data: A case study of Nanjing’s art institutions
- Study of pore-throat structure characteristics and fluid mobility of Chang 7 tight sandstone reservoir in Jiyuan area, Ordos Basin
- Study of fracturing fluid re-discharge based on percolation experiments and sampling tests – An example of Fuling shale gas Jiangdong block, China
- Impacts of marine cloud brightening scheme on climatic extremes in the Tibetan Plateau
- Ecological protection on the West Coast of Taiwan Strait under economic zone construction: A case study of land use in Yueqing
- The time-dependent deformation and damage constitutive model of rock based on dynamic disturbance tests
- Evaluation of spatial form of rural ecological landscape and vulnerability of water ecological environment based on analytic hierarchy process
- Fingerprint of magma mixture in the leucogranites: Spectroscopic and petrochemical approach, Kalebalta-Central Anatolia, Türkiye
- Principles of self-calibration and visual effects for digital camera distortion
- UAV-based doline mapping in Brazilian karst: A cave heritage protection reconnaissance
- Evaluation and low carbon ecological urban–rural planning and construction based on energy planning mechanism
- Modified non-local means: A novel denoising approach to process gravity field data
- A novel travel route planning method based on an ant colony optimization algorithm
- Effect of time-variant NDVI on landside susceptibility: A case study in Quang Ngai province, Vietnam
- Regional tectonic uplift indicated by geomorphological parameters in the Bahe River Basin, central China
- Computer information technology-based green excavation of tunnels in complex strata and technical decision of deformation control
- Spatial evolution of coastal environmental enterprises: An exploration of driving factors in Jiangsu Province
- A comparative assessment and geospatial simulation of three hydrological models in urban basins
- Aquaculture industry under the blue transformation in Jiangsu, China: Structure evolution and spatial agglomeration
- Quantitative and qualitative interpretation of community partitions by map overlaying and calculating the distribution of related geographical features
- Numerical investigation of gravity-grouted soil-nail pullout capacity in sand
- Analysis of heavy pollution weather in Shenyang City and numerical simulation of main pollutants
- Road cut slope stability analysis for static and dynamic (pseudo-static analysis) loading conditions
- Forest biomass assessment combining field inventorying and remote sensing data
- Late Jurassic Haobugao granites from the southern Great Xing’an Range, NE China: Implications for postcollision extension of the Mongol–Okhotsk Ocean
- Petrogenesis of the Sukadana Basalt based on petrology and whole rock geochemistry, Lampung, Indonesia: Geodynamic significances
- Numerical study on the group wall effect of nodular diaphragm wall foundation in high-rise buildings
- Water resources utilization and tourism environment assessment based on water footprint
- Geochemical evaluation of the carbonaceous shale associated with the Permian Mikambeni Formation of the Tuli Basin for potential gas generation, South Africa
- Detection and characterization of lineaments using gravity data in the south-west Cameroon zone: Hydrogeological implications
- Study on spatial pattern of tourism landscape resources in county cities of Yangtze River Economic Belt
- The effect of weathering on drillability of dolomites
- Noise masking of near-surface scattering (heterogeneities) on subsurface seismic reflectivity
- Query optimization-oriented lateral expansion method of distributed geological borehole database
- Petrogenesis of the Morobe Granodiorite and their shoshonitic mafic microgranular enclaves in Maramuni arc, Papua New Guinea
- Environmental health risk assessment of urban water sources based on fuzzy set theory
- Spatial distribution of urban basic education resources in Shanghai: Accessibility and supply-demand matching evaluation
- Spatiotemporal changes in land use and residential satisfaction in the Huai River-Gaoyou Lake Rim area
- Walkaway vertical seismic profiling first-arrival traveltime tomography with velocity structure constraints
- Study on the evaluation system and risk factor traceability of receiving water body
- Predicting copper-polymetallic deposits in Kalatag using the weight of evidence model and novel data sources
- Temporal dynamics of green urban areas in Romania. A comparison between spatial and statistical data
- Passenger flow forecast of tourist attraction based on MACBL in LBS big data environment
- Varying particle size selectivity of soil erosion along a cultivated catena
- Relationship between annual soil erosion and surface runoff in Wadi Hanifa sub-basins
- Influence of nappe structure on the Carboniferous volcanic reservoir in the middle of the Hongche Fault Zone, Junggar Basin, China
- Dynamic analysis of MSE wall subjected to surface vibration loading
- Pre-collisional architecture of the European distal margin: Inferences from the high-pressure continental units of central Corsica (France)
- The interrelation of natural diversity with tourism in Kosovo
- Assessment of geosites as a basis for geotourism development: A case study of the Toplica District, Serbia
- IG-YOLOv5-based underwater biological recognition and detection for marine protection
- Monitoring drought dynamics using remote sensing-based combined drought index in Ergene Basin, Türkiye
- Review Articles
- The actual state of the geodetic and cartographic resources and legislation in Poland
- Evaluation studies of the new mining projects
- Comparison and significance of grain size parameters of the Menyuan loess calculated using different methods
- Scientometric analysis of flood forecasting for Asia region and discussion on machine learning methods
- Rainfall-induced transportation embankment failure: A review
- Rapid Communication
- Branch fault discovered in Tangshan fault zone on the Kaiping-Guye boundary, North China
- Technical Note
- Introducing an intelligent multi-level retrieval method for mineral resource potential evaluation result data
- Erratum
- Erratum to “Forest cover assessment using remote-sensing techniques in Crete Island, Greece”
- Addendum
- The relationship between heat flow and seismicity in global tectonically active zones
- Commentary
- Improved entropy weight methods and their comparisons in evaluating the high-quality development of Qinghai, China
- Special Issue: Geoethics 2022 - Part II
- Loess and geotourism potential of the Braničevo District (NE Serbia): From overexploitation to paleoclimate interpretation
Articles in the same Issue
- Regular Articles
- Diagenesis and evolution of deep tight reservoirs: A case study of the fourth member of Shahejie Formation (cg: 50.4-42 Ma) in Bozhong Sag
- Petrography and mineralogy of the Oligocene flysch in Ionian Zone, Albania: Implications for the evolution of sediment provenance and paleoenvironment
- Biostratigraphy of the Late Campanian–Maastrichtian of the Duwi Basin, Red Sea, Egypt
- Structural deformation and its implication for hydrocarbon accumulation in the Wuxia fault belt, northwestern Junggar basin, China
- Carbonate texture identification using multi-layer perceptron neural network
- Metallogenic model of the Hongqiling Cu–Ni sulfide intrusions, Central Asian Orogenic Belt: Insight from long-period magnetotellurics
- Assessments of recent Global Geopotential Models based on GPS/levelling and gravity data along coastal zones of Egypt
- Accuracy assessment and improvement of SRTM, ASTER, FABDEM, and MERIT DEMs by polynomial and optimization algorithm: A case study (Khuzestan Province, Iran)
- Uncertainty assessment of 3D geological models based on spatial diffusion and merging model
- Evaluation of dynamic behavior of varved clays from the Warsaw ice-dammed lake, Poland
- Impact of AMSU-A and MHS radiances assimilation on Typhoon Megi (2016) forecasting
- Contribution to the building of a weather information service for solar panel cleaning operations at Diass plant (Senegal, Western Sahel)
- Measuring spatiotemporal accessibility to healthcare with multimodal transport modes in the dynamic traffic environment
- Mathematical model for conversion of groundwater flow from confined to unconfined aquifers with power law processes
- NSP variation on SWAT with high-resolution data: A case study
- Reconstruction of paleoglacial equilibrium-line altitudes during the Last Glacial Maximum in the Diancang Massif, Northwest Yunnan Province, China
- A prediction model for Xiangyang Neolithic sites based on a random forest algorithm
- Determining the long-term impact area of coastal thermal discharge based on a harmonic model of sea surface temperature
- Origin of block accumulations based on the near-surface geophysics
- Investigating the limestone quarries as geoheritage sites: Case of Mardin ancient quarry
- Population genetics and pedigree geography of Trionychia japonica in the four mountains of Henan Province and the Taihang Mountains
- Performance audit evaluation of marine development projects based on SPA and BP neural network model
- Study on the Early Cretaceous fluvial-desert sedimentary paleogeography in the Northwest of Ordos Basin
- Detecting window line using an improved stacked hourglass network based on new real-world building façade dataset
- Automated identification and mapping of geological folds in cross sections
- Silicate and carbonate mixed shelf formation and its controlling factors, a case study from the Cambrian Canglangpu formation in Sichuan basin, China
- Ground penetrating radar and magnetic gradient distribution approach for subsurface investigation of solution pipes in post-glacial settings
- Research on pore structures of fine-grained carbonate reservoirs and their influence on waterflood development
- Risk assessment of rain-induced debris flow in the lower reaches of Yajiang River based on GIS and CF coupling models
- Multifractal analysis of temporal and spatial characteristics of earthquakes in Eurasian seismic belt
- Surface deformation and damage of 2022 (M 6.8) Luding earthquake in China and its tectonic implications
- Differential analysis of landscape patterns of land cover products in tropical marine climate zones – A case study in Malaysia
- DEM-based analysis of tectonic geomorphologic characteristics and tectonic activity intensity of the Dabanghe River Basin in South China Karst
- Distribution, pollution levels, and health risk assessment of heavy metals in groundwater in the main pepper production area of China
- Study on soil quality effect of reconstructing by Pisha sandstone and sand soil
- Understanding the characteristics of loess strata and quaternary climate changes in Luochuan, Shaanxi Province, China, through core analysis
- Dynamic variation of groundwater level and its influencing factors in typical oasis irrigated areas in Northwest China
- Creating digital maps for geotechnical characteristics of soil based on GIS technology and remote sensing
- Changes in the course of constant loading consolidation in soil with modeled granulometric composition contaminated with petroleum substances
- Correlation between the deformation of mineral crystal structures and fault activity: A case study of the Yingxiu-Beichuan fault and the Milin fault
- Cognitive characteristics of the Qiang religious culture and its influencing factors in Southwest China
- Spatiotemporal variation characteristics analysis of infrastructure iron stock in China based on nighttime light data
- Interpretation of aeromagnetic and remote sensing data of Auchi and Idah sheets of the Benin-arm Anambra basin: Implication of mineral resources
- Building element recognition with MTL-AINet considering view perspectives
- Characteristics of the present crustal deformation in the Tibetan Plateau and its relationship with strong earthquakes
- Influence of fractures in tight sandstone oil reservoir on hydrocarbon accumulation: A case study of Yanchang Formation in southeastern Ordos Basin
- Nutrient assessment and land reclamation in the Loess hills and Gulch region in the context of gully control
- Handling imbalanced data in supervised machine learning for lithological mapping using remote sensing and airborne geophysical data
- Spatial variation of soil nutrients and evaluation of cultivated land quality based on field scale
- Lignin analysis of sediments from around 2,000 to 1,000 years ago (Jiulong River estuary, southeast China)
- Assessing OpenStreetMap roads fitness-for-use for disaster risk assessment in developing countries: The case of Burundi
- Transforming text into knowledge graph: Extracting and structuring information from spatial development plans
- A symmetrical exponential model of soil temperature in temperate steppe regions of China
- A landslide susceptibility assessment method based on auto-encoder improved deep belief network
- Numerical simulation analysis of ecological monitoring of small reservoir dam based on maximum entropy algorithm
- Morphometry of the cold-climate Bory Stobrawskie Dune Field (SW Poland): Evidence for multi-phase Lateglacial aeolian activity within the European Sand Belt
- Adopting a new approach for finding missing people using GIS techniques: A case study in Saudi Arabia’s desert area
- Geological earthquake simulations generated by kinematic heterogeneous energy-based method: Self-arrested ruptures and asperity criterion
- Semi-automated classification of layered rock slopes using digital elevation model and geological map
- Geochemical characteristics of arc fractionated I-type granitoids of eastern Tak Batholith, Thailand
- Lithology classification of igneous rocks using C-band and L-band dual-polarization SAR data
- Analysis of artificial intelligence approaches to predict the wall deflection induced by deep excavation
- Evaluation of the current in situ stress in the middle Permian Maokou Formation in the Longnüsi area of the central Sichuan Basin, China
- Utilizing microresistivity image logs to recognize conglomeratic channel architectural elements of Baikouquan Formation in slope of Mahu Sag
- Resistivity cutoff of low-resistivity and low-contrast pays in sandstone reservoirs from conventional well logs: A case of Paleogene Enping Formation in A-Oilfield, Pearl River Mouth Basin, South China Sea
- Examining the evacuation routes of the sister village program by using the ant colony optimization algorithm
- Spatial objects classification using machine learning and spatial walk algorithm
- Study on the stabilization mechanism of aeolian sandy soil formation by adding a natural soft rock
- Bump feature detection of the road surface based on the Bi-LSTM
- The origin and evolution of the ore-forming fluids at the Manondo-Choma gold prospect, Kirk range, southern Malawi
- A retrieval model of surface geochemistry composition based on remotely sensed data
- Exploring the spatial dynamics of cultural facilities based on multi-source data: A case study of Nanjing’s art institutions
- Study of pore-throat structure characteristics and fluid mobility of Chang 7 tight sandstone reservoir in Jiyuan area, Ordos Basin
- Study of fracturing fluid re-discharge based on percolation experiments and sampling tests – An example of Fuling shale gas Jiangdong block, China
- Impacts of marine cloud brightening scheme on climatic extremes in the Tibetan Plateau
- Ecological protection on the West Coast of Taiwan Strait under economic zone construction: A case study of land use in Yueqing
- The time-dependent deformation and damage constitutive model of rock based on dynamic disturbance tests
- Evaluation of spatial form of rural ecological landscape and vulnerability of water ecological environment based on analytic hierarchy process
- Fingerprint of magma mixture in the leucogranites: Spectroscopic and petrochemical approach, Kalebalta-Central Anatolia, Türkiye
- Principles of self-calibration and visual effects for digital camera distortion
- UAV-based doline mapping in Brazilian karst: A cave heritage protection reconnaissance
- Evaluation and low carbon ecological urban–rural planning and construction based on energy planning mechanism
- Modified non-local means: A novel denoising approach to process gravity field data
- A novel travel route planning method based on an ant colony optimization algorithm
- Effect of time-variant NDVI on landside susceptibility: A case study in Quang Ngai province, Vietnam
- Regional tectonic uplift indicated by geomorphological parameters in the Bahe River Basin, central China
- Computer information technology-based green excavation of tunnels in complex strata and technical decision of deformation control
- Spatial evolution of coastal environmental enterprises: An exploration of driving factors in Jiangsu Province
- A comparative assessment and geospatial simulation of three hydrological models in urban basins
- Aquaculture industry under the blue transformation in Jiangsu, China: Structure evolution and spatial agglomeration
- Quantitative and qualitative interpretation of community partitions by map overlaying and calculating the distribution of related geographical features
- Numerical investigation of gravity-grouted soil-nail pullout capacity in sand
- Analysis of heavy pollution weather in Shenyang City and numerical simulation of main pollutants
- Road cut slope stability analysis for static and dynamic (pseudo-static analysis) loading conditions
- Forest biomass assessment combining field inventorying and remote sensing data
- Late Jurassic Haobugao granites from the southern Great Xing’an Range, NE China: Implications for postcollision extension of the Mongol–Okhotsk Ocean
- Petrogenesis of the Sukadana Basalt based on petrology and whole rock geochemistry, Lampung, Indonesia: Geodynamic significances
- Numerical study on the group wall effect of nodular diaphragm wall foundation in high-rise buildings
- Water resources utilization and tourism environment assessment based on water footprint
- Geochemical evaluation of the carbonaceous shale associated with the Permian Mikambeni Formation of the Tuli Basin for potential gas generation, South Africa
- Detection and characterization of lineaments using gravity data in the south-west Cameroon zone: Hydrogeological implications
- Study on spatial pattern of tourism landscape resources in county cities of Yangtze River Economic Belt
- The effect of weathering on drillability of dolomites
- Noise masking of near-surface scattering (heterogeneities) on subsurface seismic reflectivity
- Query optimization-oriented lateral expansion method of distributed geological borehole database
- Petrogenesis of the Morobe Granodiorite and their shoshonitic mafic microgranular enclaves in Maramuni arc, Papua New Guinea
- Environmental health risk assessment of urban water sources based on fuzzy set theory
- Spatial distribution of urban basic education resources in Shanghai: Accessibility and supply-demand matching evaluation
- Spatiotemporal changes in land use and residential satisfaction in the Huai River-Gaoyou Lake Rim area
- Walkaway vertical seismic profiling first-arrival traveltime tomography with velocity structure constraints
- Study on the evaluation system and risk factor traceability of receiving water body
- Predicting copper-polymetallic deposits in Kalatag using the weight of evidence model and novel data sources
- Temporal dynamics of green urban areas in Romania. A comparison between spatial and statistical data
- Passenger flow forecast of tourist attraction based on MACBL in LBS big data environment
- Varying particle size selectivity of soil erosion along a cultivated catena
- Relationship between annual soil erosion and surface runoff in Wadi Hanifa sub-basins
- Influence of nappe structure on the Carboniferous volcanic reservoir in the middle of the Hongche Fault Zone, Junggar Basin, China
- Dynamic analysis of MSE wall subjected to surface vibration loading
- Pre-collisional architecture of the European distal margin: Inferences from the high-pressure continental units of central Corsica (France)
- The interrelation of natural diversity with tourism in Kosovo
- Assessment of geosites as a basis for geotourism development: A case study of the Toplica District, Serbia
- IG-YOLOv5-based underwater biological recognition and detection for marine protection
- Monitoring drought dynamics using remote sensing-based combined drought index in Ergene Basin, Türkiye
- Review Articles
- The actual state of the geodetic and cartographic resources and legislation in Poland
- Evaluation studies of the new mining projects
- Comparison and significance of grain size parameters of the Menyuan loess calculated using different methods
- Scientometric analysis of flood forecasting for Asia region and discussion on machine learning methods
- Rainfall-induced transportation embankment failure: A review
- Rapid Communication
- Branch fault discovered in Tangshan fault zone on the Kaiping-Guye boundary, North China
- Technical Note
- Introducing an intelligent multi-level retrieval method for mineral resource potential evaluation result data
- Erratum
- Erratum to “Forest cover assessment using remote-sensing techniques in Crete Island, Greece”
- Addendum
- The relationship between heat flow and seismicity in global tectonically active zones
- Commentary
- Improved entropy weight methods and their comparisons in evaluating the high-quality development of Qinghai, China
- Special Issue: Geoethics 2022 - Part II
- Loess and geotourism potential of the Braničevo District (NE Serbia): From overexploitation to paleoclimate interpretation