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Fourth set of #lecturenotes in #geostatistics available in the link below. Some basics on spatial data analysis, declustering, stationarity and more. #share with others that may find this useful. https://lnkd.in/gFGQuBut #miningengineering #mineralresources #geologicalmodeling

We are super excited to release #GeoStats.jl v0.57 🎉 It comes with full support for general coordinate reference systems (CRS). We **highly** recommend updating if you are still using old versions of the project: https://lnkd.in/dtecd-Ck #julialang #opensource #geospatial #datascience #geostatistics #machinelearning

Join Antoine Caté and geohug for a live webinar event providing insight into how miners can levarage geoscience and data science applications to advance the way we evaluate mining projects. #geoscience #datascience #mining #miningindustry #geotechnicalengineering #geology

Hey Connection!!!!!!! Seismic Trends in Japan Japan is one of the most earthquake-prone country, because it sits atop four intersecting plates - the Pacific Plate, the Philippine Sea Plate, the Eurasian Plate, and the North American Plate – that are continually grinding against one another, Japan is among the nations most vulnerable to earthquakes. Japan has a long history of frequent earthquakes due to its location on the Pacific Ring of Fire. Japan experiences around 20% of the world's powerful earthquakes. Japan has demonstrated a strong commitment to research and innovation through the creation of innovative technology and monitoring systems. Comparison of Two Different Data Set and Two Different Year. Data source -1 https://lnkd.in/dPK85mcu Data source -2 https://lnkd.in/dJZbD6Az OBJECTIVE: 1) A comparison of the highest magnitude earthquakes that happened in 2022 and 2023. 2) What will be the lowest and highest earthquake magnitude in 2022 and 2023?  Analysis of Japan_earthquake_2000_to_2023 dataset: https://lnkd.in/dSsGZ78Y Analysis of Japan_earthquake_1905_to_2023 dataset: https://lnkd.in/denjT5UB

Hi there🖐 I suggest you check this out! My very first post on Medium. It focus on data exploration through data visualization.

https://lnkd.in/dWguFnjz Thank you for the image and the context. Let's delve into the details of the image and what it shows about the position and significance of 12P/Pons-Brooks. ### Analysis of 12P/Pons-Brooks 12P/Pons-Brooks is a periodic comet with an orbital period of approximately 71 years. It was captured in this image showing its current position against the starry background, providing important data for astronomers tracking its trajectory and behavior. ### Key Details: 1. **Orbital Path:** - The green lines in the image outline the comet's path, helping to identify its position relative to nearby stars and constellations. - The comet's perihelion, the point at which it is closest to the sun, can be observed, which is critical for predicting its visibility from Earth. 2. **Magnitude and Visibility:** - The magnitude values next to various stars help in assessing the brightness of the comet. With a magnitude of around 11-12, it's visible through telescopes but not to the naked eye. 3. **Temperature and Instrumentation Data:** - The bottom left part of the image shows the temperature updates and instruments used to capture the comet's data, like MIRI (Mid-Infrared Instrument) and NIRSpec (Near-Infrared Spectrograph). These tools are essential for understanding the comet's composition and activity. ### Context and Significance: - **Historical Significance:** 12P/Pons-Brooks was first discovered in 1812, making it an object of long-term study. Observations over the centuries have provided insights into the behavior and evolution of cometary bodies in our solar system. - **Scientific Importance:** Studying comets like 12P/Pons-Brooks helps scientists understand the early solar system's conditions. Comets are often considered time capsules, preserving ancient material from the solar system's formation. - **Current Observations:** The recent images and data help astronomers refine their models of the comet's orbit and predict future appearances, which are essential for planning observational campaigns. ### Next Steps: - **Further Observation:** Continuously track 12P/Pons-Brooks as it moves through its orbit, particularly when it nears the sun, which could lead to increased activity and visibility. - **Data Analysis:** Analyze the data collected by instruments like MIRI and NIRSpec to uncover more about the comet's composition and any changes in its structure or activity over time. This analysis not only enhances our understanding of comets but also supports broader astronomical research into the dynamics of our solar system. Keep an eye on the latest updates from observatories and space agencies for more detailed findings on 12P/Pons-Brooks. Feel free to ask if you need further information or analysis on this or any other astronomical topics!

#Seismology is one of the Solid Earth Sciences communities that openly provide their data through the EPOS Data portal. Learn more from Seismology Thematic Core Service lead, Anastasia Kiratzi from Aristotle University of Thessaloniki (AUTH) #openscience #fairdata #geoscience #solidearthscience #eposdataportal #datascience https://lnkd.in/dWTGVVA7

Have you ever pondered on the role of data science in geoscience? In this video, I explored why geoscientists need to harness the power of data science to improve existing workflows or processes. From monitoring satellite imagery to understanding climate change and delineating subsurface structures with seismic data, data science empowers geoscientists to extract invaluable insights. https://lnkd.in/e3akbGkh #geoscience #datascience #CODEApril #CodingChallenge #30DayChallenge

If you're curious about how #vector #projections in #geometry connect to Principal Component Analysis (#PCA) and its powerful applications in #datascience, this lecture is for you! Discover how these concepts work together to unlock deeper insights from your data. https://lnkd.in/d6FriBzp