78 results about "Mineral exploration" patented technology

The application discloses a core RQD segmentation method based on frequency-space feature enhancement and long-distance dependence, comprising: spatial feature coding is performed on a core tank image to obtain output features, and a core feature map is determined; a morphological center axis of a core instance mask is extracted, and an accurate pixel length is calculated; a plurality of cores satisfying a core length threshold are screened, and a rock quality index in a region corresponding to the core tank is calculated. The application reduces technical bottlenecks such as loss of micro-fissure features, limited long-distance spatial dependence perception, discontinuous long-strip core segmentation and complex background interference in core segmentation; the average precision mean on the NEU-Rock dataset reaches 95.5%, which significantly reduces the parameter quantity and calculation amount compared with the prior art; and the core image can be converted into an accurate rock RQD index in real time and with high fidelity, thereby providing objective and robust digital support for mineral exploration and rock mass stability evaluation.

The present application provides a kind of geologic stratum lithology regional prediction method, system, terminal equipment and storage medium, it is related to computer system field.The system includes data management module, sample management module, model training module, model management module, lithology prediction module and the like.The present application utilizes geophysical, geochemical, remote sensing and other multi-source data, based on deep learning image segmentation algorithm, forms regional shallow surface stratum lithology identification model, carries out high-precision rapid stratum lithology prediction and regional segmentation to the bedrock exposed area and shallow cover area with lower exploration degree, supports geological mapping and mineral exploration work.

This utility model relates to a mineral exploration sample storage box, including a box body with multiple drawers slidably arranged inside. A panel is fixed to the front of each drawer, and support components are fixed to the left and right sides below each drawer. A notch is provided on the lower drawer panel corresponding to the upper support component. Each support component includes an auxiliary slider, and a front support plate and a rear support plate are fixedly connected to the auxiliary slider and the drawer. Both the front and rear support plates are inclined. This application uses a drawer-pull-out method for storing and retrieving mineral rock samples. The support components at the bottom of the drawer enhance its strength, preventing breakage due to the weight of the mineral rock samples. Furthermore, the support components are located on both sides of the drawer bottom, not occupying the lower storage space, thus increasing the space utilization rate within the box.

This invention relates to the improved claw-type drill bit system that has been designed for use especially in ground-drilling operations to determine the location and depth of reserves during mineral exploration, in drilling operations to analyze ground stability or rock properties, in drilling surface layers, in oil and natural gas exploration, and in water well drilling operations in hard soils and rocky areas. The invention, with its hardware elements and design structure, supports durability, minimizes the share of wear, and can operate for many more hours than the current situation.

This invention relates to the field of mineral deposit exploration technology, specifically disclosing a method for determining the extension of magmatic hydrothermal deposits using fluid inclusions. The method involves collecting mineral samples containing fluid inclusions from the target deposit and its surrounding area using a systematic grid. Physicochemical parameters are obtained through petrography, microthermometry, and isotope analysis, and a spatial database is established. Multiple initial hydrothermal centers are identified. A multi-dimensional spatial constraint field is constructed, incorporating temperature-salinity-isotope gradients, mineralization depth, and magma-water mixing ratio. Using the initial centers as seed points, a neighborhood search is performed along the gradient synthesis direction. Sub-hydrothermal centers are generated and continuously grow when preset conditions are met, until an overlap threshold is reached, at which point iteration stops. All hydrothermal centers and growth paths are integrated to construct a spatial extension model. High-potential areas are screened using a target area evaluation index, and the extension direction and potential mineralization target areas are determined by combining the mineralization depth. This significantly improves the accuracy of concealed ore body prediction and the efficiency of mineral exploration.

The application relates to the technical field of mineral exploration, and discloses a deposit grade prediction method, device, equipment and medium. The method comprises the following steps: performing a pretreatment operation on deposit exploration data, and constructing a feature data set according to the processed deposit exploration data; training an XGBoost main regression model based on the feature data set, and constructing a hybrid residual model; generating an intermediate prediction result by adopting a two-level fusion mechanism, and establishing a mapping relationship between a spatial structure, a variation function and a prediction error; adaptively selecting and dynamically adjusting variation function parameters according to the mapping relationship, so as to obtain an optimized variation function; performing Kriging interpolation by using the optimized variation function, so as to obtain a preliminary grade prediction result with spatial continuity; and fusing the intermediate prediction result and the preliminary grade prediction result, so as to obtain a final grade prediction result. By means of the technical scheme, the accuracy and stability of deposit grade prediction are significantly improved.

The present application relates to the technical field of mineral exploration, in particular to a method and system for delineating a prospecting target area based on a closed loop of model parameter optimization and verification. The method comprises: obtaining geological data of a working area; constructing a prospecting potential evaluation model; dynamically adjusting model parameters in the prospecting potential evaluation model according to the collected geological data and pre-stored geological knowledge graph; calculating potential values of each spatial unit in the working area by using the prospecting potential evaluation model with adjusted model parameters, and delineating a prospecting target area according to the potential values; obtaining engineering verification results of the delineated prospecting target area, and optimizing the model according to the coincidence degree between the verification results and the prediction results of the prospecting potential evaluation model. The present application aims to improve the problem that model parameters in the existing method for delineating a prospecting target area cannot be adjusted and do not have closed loop self-learning ability.

The application discloses a pressure balance ahead coring drill tool and relates to the field of geological drilling. The pressure balance ahead coring drill tool comprises a one-way mechanism, the bottom of the one-way mechanism is movably connected with a two-way circulation mechanism through threads, the surface of the two-way circulation mechanism is movably connected with a drill inner tube through threads, the bottom of the surface of the two-way circulation mechanism is movably connected with a drill outer tube through threads, the bottom of the drill inner tube is movably connected with an inner drill bit through threads, the bottom of the drill outer tube is movably connected with an outer drill bit through threads, the one-way mechanism comprises an upper joint, the inner cavity of the upper joint is provided with a valve seat, the bottom of the surface of the valve seat is sleeved with a first spring, and the two-way circulation mechanism comprises a double circulation joint. Through positive circulation of the gap between the inner tube and the outer tube and reverse circulation of the inner tube, the pressure balance ahead coring drill tool can realize optimization of a drill flow channel, pressure balance, and prevention of the situation that, in the process of brine mineral exploration drilling, a mine layer contains ore due to serious mud making, thereby causing a drill jam and the like, so that the problems in the background art are solved.

This invention discloses a method for constructing a comprehensive gold prospecting indicator system and accurately predicting gold deposits in shallowly covered areas, relating to the field of mineral exploration technology. The method includes: collecting multi-source data required for prospecting prediction; the multi-source data includes geological data, geophysical data, geochemical data, and remote sensing data; preprocessing the multi-source data to obtain a processed dataset; establishing a gold prospecting indicator system reference table for the study area; gridding the preprocessed dataset according to the reference table to obtain a "sample-feature" dataset; dividing the "sample-feature" dataset into training and testing sets; establishing a hybrid convolutional neural network model; training the hybrid convolutional neural network model on a Cu element dataset and saving it as a pre-trained model; and transferring the feature fusion results through a deep transfer learning network model to obtain prediction results for different features. This provides a systematic, quantitative, and intelligent method for prospecting in shallowly covered areas.

This application provides a mineral exploration method based on locality-sensitive hashing (LSH). The method includes: acquiring and interpreting the geological structure of remote sensing image information; marking areas in the remote sensing structural interpretation map that meet preset reference geological information as alteration anomaly areas; compiling a remote sensing alteration anomaly map; identifying the geological information corresponding to the locations of multiple known mineral deposits in the remote sensing alteration anomaly map; creating mineral exploration prediction feature models corresponding to various mineral deposit types based on the geological information of the multiple known mineral deposits and the mineral deposit type of each known mineral deposit; calculating the locality-sensitive hash set of the mineral exploration prediction feature model for each mineral deposit type; calculating the locality-sensitive hash of multiple target locations in the remote sensing alteration anomaly map; calculating the similarity between the locality-sensitive hash of each target location and the locality-sensitive hash sets of various mineral deposits; and determining areas with a similarity greater than a preset threshold as mineral exploration prediction areas, which can improve mineral exploration efficiency.

This utility model relates to the field of surveying and mapping technology, specifically a surveying and mapping device for underground mineral exploration. It includes a movable base frame, a lifting frame slidably connected to the surface of the movable base frame, a lifting cylinder fixedly connected to the surface of the movable base frame, and a sampling mechanism provided on the surface of the lifting frame. This utility model uses a hammer and a hammering block to insert positioning anchor rods into the soil. Four sets of positioning anchor rods restrict the position of the surveying and mapping device, preventing movement. By adjusting the piston rod of the cylinder, a rotating plate is driven to rotate on the lifting frame. The rotation of the rotating plate drives a drive motor and a rotating rod, thereby changing the digging angle of the digging blades at the bottom of the rotating rod. This allows the digging blades to dig vertically on slopes, ensuring vertical sampling by the surveying and mapping device and enabling precise control of the sampling depth.

This invention discloses a mineral exploration system suitable for shallowly covered areas, belonging to the field of mineral exploration technology. It includes: a mineralization prospect selection module for analyzing acquired geological data of shallowly covered areas and selecting mineralization prospect areas; an initial target area delineation module for delineating initial mineralization target areas based on the selected mineralization prospect areas and geophysical exploration data; a target area screening module for narrowing down the initial mineralization target area based on geophysical exploration data, shallow drilling and geochemical data, and field analysis data; and a target area verification module for verifying the mineralization target areas obtained by the target area screening module, revealing target geological bodies, and estimating the overall resource quantity of the ore bodies. This invention, by employing the above system, improves the reliability and efficiency of mineral exploration through the effective integration of multi-source data.

This invention belongs to the field of solid mineral exploration and evaluation technology, specifically disclosing a rapid field identification method for altered rock-type niobium-tantalum mineralization based on spectral measurements. The method collects spectral data of altered rocks, extracts Fe-OH and Mg-OH spectral absorption characteristic position data after envelope removal, and completes preprocessing through outlier identification and interpolation filling. After adaptive smoothing, weighted fusion, and standardization, multi-model parameter fitting is performed, and the optimal model is selected by combining goodness of fit and information criteria. After smoothing and inflection point analysis of the fitted values, the niobium-tantalum mineralization grade range is determined. This invention achieves in-situ, non-destructive, rapid, and intelligent field identification, determining the degree of mineralization without laboratory testing, significantly improving prospecting efficiency, reducing exploration costs and risks, filling the gap in rapid spectral identification technology for altered rock-type niobium-tantalum mineralization, and providing efficient technical support for the exploration of strategic rare metal resources.

This invention discloses a method for delineating multi-type mineral exploration target areas based on the stability domain of hydrothermal mineral inclusions, belonging to the field of mineral exploration technology. By collecting geological data, screening hydrothermal mineral samples, and testing parameters such as temperature, pressure, salinity, and composition of inclusions, a three-dimensional thermodynamic stability domain is constructed. This stability domain is coupled with mineralization conditions, and combined with the spatial overlay of geological, geophysical, and geochemical anomalies, to achieve quantitative delineation and classification of exploration target areas. This invention uses an open-ended description to expand the scope of patent protection, and is applicable to various types of hydrothermal metallic, non-metallic, and energy minerals, offering advantages such as high accuracy, strong applicability, and complete protection.

This invention belongs to the field of remote sensing geology and mineral exploration technology, specifically relating to a method for identifying indicative saline-alkali lands for sandstone-type uranium mineralization. The method includes: Step 1: preliminary identification and spatiotemporal characteristic analysis of saline-alkali lands based on remote sensing imagery; Step 2: in-depth identification based on spatial morphology and structural coupling; Step 3: evaluation of mineralization indices based on the identification results; and Step 4: comprehensive prediction of mineralization potential and selection of favorable areas. This method can distinguish between surface hydrologically formed and deep hydrologically formed saline-alkali lands, accurately identify effective saline-alkali lands that are indicative of sandstone-type uranium mineralization, and ultimately serve the comprehensive evaluation of uranium mineralization potential and the selection of favorable exploration areas.

The present application belongs to the technical field of mineral exploration and geological analysis, and discloses a rapid discrimination method for the genesis of gray sandstone in red beds based on big data and application, wherein the rapid discrimination method collects macro-geological data including lithology, color, structure and spatial distribution and geochemical data including carbon isotope (delta 13C) value, and inputs the data into a big data exploration database; a macro-preliminary judgment is made according to the macro-geological data; quantitative verification is made based on the carbon isotope; the macro-preliminary judgment and the quantitative verification result are integrated for comprehensive judgment to form a standardized process; the relative size of delta 13C is taken as a core quantitative criterion to realize rapid and accurate identification of the sedimentary origin and the epigenetic reduction origin. The discrimination result is directly applied to the delineation of sandstone-type uranium mine target area, ore body prediction and exploration deployment, solves the defects of subjectivity and low efficiency of the traditional method, significantly improves the accuracy and efficiency of uranium exploration, and provides technical support for ore prospecting breakthrough.

This utility model provides a dust suppression device for mineral exploration engineering, belonging to the field of mineral exploration dust suppression technology. It includes a dust cover; a cover located near the top of the inner wall of the dust cover; a drill bit perforation at the center of the top of the cover; a through hole at the bottom of the dust cover; and an overflow drainage component located in the through hole. The overflow drainage component includes: a movable column passing through the through hole; a lower rectangular channel at the center of the bottom end of the movable column; and an upper rectangular channel at the center of the top inside the lower rectangular channel. This utility model utilizes multiple adaptively lifting and moving movable columns on the dust cover to fill the unevenness of the rock surface, reducing the gap between the dust cover and the rock surface, thus reducing dust overflow. The device also effectively suppresses dust through atomized water droplets adsorbing the dust generated during drilling.

This invention belongs to the field of mineral exploration technology, specifically a method for exploring deep brine potash deposits in basin areas. The specific steps of this method are as follows: preliminary preparation and basic geological survey of multiple basins; extraction of common mineralization patterns from multiple basins and construction of a general mineralization framework; individual adaptation for single basins and preliminary delineation of favorable mineralization areas; multi-method geophysical exploration and precise screening of favorable areas; drilling verification and optimization of mineralization models; and summary of results and promotion of the multi-basin exploration model. Through the core logic of commonality extraction, individual adaptation, and precise verification, this application not only builds a general mineralization geological framework applicable to different basins, solving the problem of the lack of a general model, but also adapts to the differences in mineralization conditions of different basins by adjusting parameters of single basins.

The application discloses a concealed manganese ore positioning method based on vertical stress analysis of seismic product sequences and three-dimensional inversion, relates to the technical field of mineral exploration and geological engineering, and comprises the following steps: S1, identifying and collecting geological samples of a layer section of soft sediment deformation structures developed in a manganese-bearing rock series, and establishing spatial coordinates of the geological samples; S2, performing digital processing on the samples, and extracting key seismic product structure parameters; S3, based on a sediment dynamics physical model, inverting the key seismic product structure parameters into vertical dynamic parameters in a mineralization period; S4, generating a vertical paleo-dynamic strength three-dimensional distribution model through the spatial coordinates and the vertical dynamic parameters of each sample, performing spatial coupling analysis on the model and a manganese grade distribution model, and establishing a quantitative prediction model to delineate a concealed manganese ore prospecting target area. The application can realize extraction of paleo-dynamic information from sediment records and direct use of the paleo-dynamic information in three-dimensional prospecting prediction.

This invention discloses a method and system for identifying tectonic mineralization models based on multi-scale aeromagnetic data processing, relating to the field of geological and mineral exploration technology. The method includes: collecting and preprocessing regional and local-scale raw aeromagnetic data; decomposing standardized aeromagnetic data into multiple components at different scales using the db4 wavelet basis, corresponding to geological body information at different depths; performing targeted interference removal on each scale component using adaptive threshold filtering; extracting magnetic anomaly information using anomaly enhancement technology; quantifying and extracting multi-scale tectonic information based on magnetic anomalies and known geological data, and performing apparent magnetic susceptibility imaging inversion; establishing a magnetic anomaly feature library for typical mineralization models and constructing a multi-scale tectonic-mineralization correlation model; constructing a discrimination model using a random forest algorithm, outputting the mineralization model type, mineralization potential level, and favorable target area, and verifying the results. This invention solves the problems of incomplete tectonic identification, inaccurate interference removal, and strong subjectivity in mineralization identification inherent in traditional methods.

The application provides a tin mineralization identification and sampling method fusing XRF and spectral data, and relates to the technical field of geological exploration and mineral exploration. The method comprises the following steps: tin element content distribution is obtained by adopting portable XRF to perform grid rapid scanning; the characteristic peak of altered mineral is identified by using a portable spectrometer at an abnormal point; XRF data and spectral data are fused; the boundary of a tin mineralization body is rapidly circled on site; and the geological logging and sampling are guided accordingly. The application implements forced sampling on the point which is not mineralized by naked eyes but is determined as mineralized by instruments, and fundamentally solves the technical problem of "logging without seeing and supplementing sampling with ore". The application can significantly reduce the ore leakage rate, improve the accuracy and efficiency of logging and sampling, shorten the exploration period, and can be popularized to the on-site exploration of other difficult-to-identify metal minerals.

The application discloses a geological survey project whole-process management system based on a workflow engine, relates to the field of automatic control of geological and mineral exploration, and comprises a central management control platform, a central workflow scheduling center, a cross-agency collaboration gateway and a distributed business database which are internally arranged, a field operation sensing subsystem, a portable geological survey terminal which is integrated with a double-frequency multi-constellation GNSS receiver board card, an intelligent checking calculation base which comprises a geological semantic checking engine and a multi-source spatial data fusion module, a resource and monitoring feedback subsystem which comprises a laboratory resource scheduler, and asynchronous communication between the central management control platform and the intelligent checking calculation base through a message queue bus.The application realizes real-time strong constraints of a process on quality through an evaluation system, solves the problem of inconsistent field positioning accuracy by using a BursaWolf model, and realizes optimal allocation of resources in the whole life cycle of a geological survey project through an incentive type scheduling index.

This invention relates to the field of mineral exploration technology, and more particularly to a multidimensional spatial analysis system for vanadium-titanium magnetite based on third-order tensor decomposition. The system includes: a data acquisition module for acquiring vanadium-titanium magnetite core samples and third-order magnetic gradient tensor data; a mineralogical analysis module for determining the spatial distribution complexity and liberation degree of vanadium-titanium magnetite; a tensor decomposition module for calculating the internal structural complexity of vanadium-titanium magnetite at various sounding depths; a mapping relationship construction module for constructing a first mapping relationship between spatial distribution complexity and the liberation degree of vanadium-titanium magnetite, and a second mapping relationship between structural complexity and spatial distribution complexity; and a mineability assessment module for assessing the mineability of vanadium-titanium magnetite at different sounding depths. This invention combines in-well third-order magnetic gradient tensor detection technology with core mineralogical analysis technology, effectively improving the reliability of vanadium-titanium magnetite mineability assessment.

This invention relates to the field of mineral resource exploration technology and discloses a method for in-depth analysis of mineral models based on WebGL. The method includes: collecting multi-source raw data of the target mineral area and performing preprocessing such as cleaning, format standardization, and coordinate unification; constructing a three-dimensional mineral geological model based on WebGL technology and achieving real-time lightweight rendering of the model using GPU acceleration; conducting quantitative in-depth analysis of the spatial distribution, reserve scale, and mining geological risks of the ore body; and integrating the analysis results with the three-dimensional model to achieve visualization and interactive user operation. In this invention, the modules work together through a data bus, combining the rendering characteristics of WebGL with geostatistical methods to overcome the shortcomings of traditional fragmented analysis processes and low rendering efficiency, improving the accuracy of deep-buried ore body analysis and cross-platform adaptability, and providing reliable technical support for scientific decision-making in mineral exploration and development.

This application provides a geochemical field reconstruction method and apparatus based on the self-organizing process of mineralization. An improved void space pyramid pooling module is embedded in the target convolutional neural network. This module includes deformable convolutional branches with multiple void ratios and renormalization group constraint branches. The renormalization group constraint branches incorporate fractal power law constraints. The reconstruction process follows the self-organizing behavior of the mineralization process through these multiple deformable convolutional branches with different void ratios and fractal power law constraints. Furthermore, multi-scale feature sampling is achieved through these multiple deformable convolutional branches with different void ratios, improving the matching degree between the reconstructed geochemical data and the actual mineral deposits. Narrowing the target area improves the removal of "false anomalies," ultimately enhancing the mineral exploration indication value of the reconstructed geochemical data.

The application discloses a kind of based on hidden explosion breccia pipe Volcano-intrusive type iron deposit metallogenic mechanism determination method, belong to mineral geological exploration technical field.The method includes: underground geological feature exploration, preliminary determination of ore-forming characteristics by the corresponding relationship of the zonal distribution characteristics of hidden explosion breccia pipe and surface radial cleavage;Magnetite geochemical test and iron source area tracing, use LA-ICP-MS micro area composition analysis and sulfur isotope test to verify the correlation of hidden explosion breccia pipe mineralization and deep magma;Ore body characteristic identification and verification, the matching of ore body and rock pipe, etc. Characteristics such as magnetite crystal form are used to verify the ore-forming characteristics;Metallogenic mechanism distinguishes and finally determines.The present application first discovers the superposition phenomenon of hidden explosion breccia pipe metallogenic mechanism and traditional mechanism in Volcano-intrusive type iron deposit, and the determination method is accurate and reliable, which can provide a theoretical basis for prospecting and mining in the boundary area of Volcano-intrusive type iron deposit, and effectively improve the efficiency of mineral exploration and mining.

This invention belongs to the field of geological exploration technology, specifically disclosing a mineral exploration method and system based on intelligent fusion of multi-source data and target area delineation. The method involves collecting multi-source mineral exploration information and preprocessing it under a unified spatiotemporal reference to obtain a multi-source fusion basic dataset; extracting features and performing multimodal representation on the aforementioned dataset to construct a fused feature vector field; obtaining candidate mineralized anomaly areas based on spatial pattern recognition and initial anomaly selection using the aforementioned vector field; extracting the target area boundary point set of the aforementioned anomaly areas using a graph-based geometric reconstruction method to generate an initial target area range; constructing a multi-objective optimization model to iteratively optimize the aforementioned range to obtain the optimal target area delineation result, which is then output to guide deep and peripheral mineral exploration work. The system includes modules for data acquisition, constructing a fused feature vector field, identification and initial selection, generating an initial target area range, and target area delineation. This invention features intelligent efficiency, high target area identification accuracy, and reasonable boundary delineation.

A surface drilling system for performing surface mineral exploration diamond core drilling and methods for making and utilizing the same. The surface drilling system can include a drill rig system and one or more drill rig support systems for supporting drill rig operations. If including as support vehicles, the drill rig support systems can comprise a tilt-tray vehicle and an offroad-capable vehicle that can be configured for towing one or more trailers. The tilt-tray vehicle can be equipped with a standardized shipping container for facilitating loading and transporting of equipment associated with the surface drilling system. The surface drilling system advantageously can comprise a set of equipment for surface mineral exploration diamond core drilling that enables highly-mobile, cost-efficient drilling operations to be performed at a predetermined drill site, which can include remote environments with temperature and other climate extremes.

The present application relates to the technical field of mineral exploration, and discloses a sea-land integrated mineral exploration method based on metallogenic potential. The method comprises receiving an exploration instruction for a target area containing a sea-land entity; starting a synchronous data collection process to collect marine and terrestrial exploration data respectively; processing the data to generate marine and terrestrial metallogenic indication parameters; inputting the two types of parameters into a unified potential evaluation framework for coupled operation to obtain coupled metallogenic potential parameters; and generating an exploration scheme according to the parameters. Through synchronous acquisition and integrated coupled calculation of sea-land data, the present application realizes effective fusion of sea-land metallogenic information, solves the problem of data fragmentation and non-uniform evaluation standards in traditional methods, and thus improves the accuracy of overall metallogenic potential evaluation and the efficiency of exploration decision-making in the sea-land transition area.

This invention relates to the field of graphics processing technology and discloses a web-based static demonstration system for a mineral exploration platform. The system includes: a data processing module that constructs an overlay display interface of a 3D geological model and a 2D data layer; a target area analysis module that renders the range of high-potential target areas on the 3D geological model or 2D data layer; a task planning module that marks associated equipment locations and exploration paths on the 3D geological model; an equipment management module that displays static equipment ledger information and, in conjunction with an equipment monitoring panel, displays preset equipment operating parameter change trend curves; and an access control module that loads preset role permission data and configures the rendered interface menu and operation buttons according to the permissions of three roles: administrator, technician, and visitor. These modules are integrated into a single web-based page in a component-based manner, sharing a unified geographic coordinate system and display container, and responding to user operations. This reduces development costs and improves user experience and information expression capabilities.