ADG has developed the Hymi-Xintelligent prospectingtechnology with autonomous intellectual property

Technology Principles
1.Different elements exhibit specific absorption bands dueto their unique electronic transitions, molecular vibrationmodes,and chemical environments.
2.Each mineral displays distinct spectral characteristicsresulting from its unique crystal structure and chemicalcomposition.
3.Various geological bodies show different spectral featuresdue to differences in their mineral composition andstructural configuration.

Spectral characteristics of different elements, minerals, and geological bodies

Technology introduction
1.Hymi-X utilizes intelligent spectral unmixing technologyto extract feature information from complex spectralimages.By constructing a vectorized model of the spectraldata, it performs feature training to generate a high-precision classification dataset.
2.By leveraging the characteristic spectra of elements,minerals, and rocks for precise matching, this approachenables accurate identification and extraction of hiddeninformation from complex near-surface hyperspectraldata. Utilizing China's hyperspectral satellite data, iteffectively overcomes the limitations of traditional remote sensing methods and precisely pinpoints mineralexploration targets.

Hymi-X: By unmixing technology, trainingintelligent vector spectral feature andforming set class database	Training set class database andidentifying different elements
Training set class database and identifyingdifferent rocks and minerals	Projecting onto geological map to form rock ormineral anomaly (rock or mineral mapping)

Technology Advantages

1.Defining mineralization information remotelyLeveraging the global coverage ofsatellite remotesensing data,Hymi-Xtechnologyenables remoteextraction of mineralization information acrossworldwide regions.
2.Unique datasources,autonomous intellectual property: China's hyperspectral satellite data providesa reliable data source, while core technologies such asalgorithms, 3.models,and software are independentlydeveloped with proprietaryintellectual property rights.
3.Analysis results directly indicate mineral elements :Results are equivalent to the single element geochemical anomaly by traditional large-scalegeochemical surveys.
4.Short exploration cycle, high exploration efficiency :Conventional resource exploration requires extensivefield surveys and geophysical-chemical investigations,typically spanning 3-4 years with high investment risks.
In contrast, Hymi-X technology significantly reducesthis timeline:satellite data acquisition takesapproximately 10-30 days, and data processing requiresaround 10 days,resulting in a total duration of 10-60days,substantially lowering costs and risks.
5.Widely application of mineral species: Including gold,copper, lead zinc, iron, bauxite, lithium, tungsten, tin,coastal placer,fluorite, and so on. lts capability toextract mineralization anomalies has been validated inmineral exploration projects in West Africa and domestically.

identifying Single ElementAnomaly Vector Feature	Project onto geographical map to form single element anomaly(element mapping)
Lithology Mapping	Mineral Mapping