🛰Remote Sensing Innovators
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🇺🇿 Masofadan zondlash va GAT bo'yicha ma'lumotlar

🇬🇧 Information about Remote Sensing and GIS

Admin: @Davlatov_9959
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👮‍♀️TEZ KUNDA KURS QACHON BOSHLANISHI HAQIDA MA'LUMOT BERAMAN :

‼️Kursga qatnashish talablari:

1.Internet.

2.ArcGIS pro yoki ArcMap dasturi o'rnatilgan bo'lishi kerak.

3.Kuchli intizom (3 marta dars topshiriqlarini topshirmagan o'quvchilar kursdan chetlashtiriladi).

4.Kursga qatnashish bepul💸

✍️@Davlatov_9959
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Forwarded from Bek_GIS
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#Forest #Remote_Sensing #GEE
Quyi Amudaryo biosfera rezervati hududini Sentinel-2 sun'iy yo‘ldosh ma’lumotlari asosida "Random Forest" tasniflash usuli yordamida sinflashtirildi. Ushbu ishda Google Earth Engine (GEE) platformasidan foydalanildi. Sinflashtirish jarayonida NDVI va boshqa spektral indekslardan foydalanib, yer qoplami turlarini aniqlandi.

Ushbu tadqiqot o‘rmon va vegetatsiya o‘zgarishlarini kuzatish, ekotizim monitoringini yaxshilash, hamda tabiiy resurslarni samarali boshqarish uchun muhim.

📌 Video orqali sinflashtirish jarayoni va natijalari ko'rsatib o'tilgan. Fikr va takliflaringizni kutib qolaman!


@Bek_GIS
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🌍 Chirchiq daryo havzasidagi ekologik sharoitni baholash (2020-2024)

Xarita temperatura, qor va muzlarning erishi, hamda qor indeksi (NDSI) bo‘yicha tahlillarni aks ettiradi. Ushbu tadqiqot Sentinel-2, Sentinel-1, va DEM (Raqamli balandlik modeli) ma’lumotlaridan foydalangan holda o‘tkazildi.

📊 Uchta asosiy grafikda:

1️⃣Temperaturaning o‘zgarishlari (2020-2024).

2️⃣Qor va muzlarning erishi tendensiyalari.

3️⃣Qor qoplamasidagi mavsumiy o‘zgarishlar (NDSI).

Ushbu loyiha masofaviy zondlash va GIS texnologiyalarining tabiat resurslarini kuzatish va saqlashdagi ahamiyatini ko‘rsatadi.

🌟 Bu mavzu qiziqarli bo'lsa, sahifamizga a'zo bo'ling va yangi ma'lumotlardan xabardor bo'ling!


📲RemoteSensing_Innovators


✍️@Davlatov_9959

💡 Savollar va fikrlaringizni kutamiz!
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🌍 Evaluating Ecological Conditions in the Chirchik River Basin (2020-2024)

The attached map showcases an analysis of temperature, snow and ice melt, and Normalized Difference Snow Index (NDSI) trends for the Chirchik River Basin. The study utilizes cutting-edge data from Sentinel-2, Sentinel-1, and DEM (Digital Elevation Model) datasets to understand the dynamics of this important region.

📊 Three key graphs show:

1️⃣Temperature variations (2020-2024).

2️⃣Snow and ice melt trends.

3️⃣Seasonal changes in snow cover (NDSI).

This project highlights the importance of remote sensing and GIS technologies in monitoring and preserving natural resources.

Follow this channel for more insights on climate change, water resources, and GIS innovations!


📲RemoteSensing_Innovators

✍️@Davlatov_9959

💡 Your feedback and questions are always welcome!
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Forwarded from Geoinfo.Uz 🌏
ArcGIS bo`yicha bepul sertifikat olish

👉 https://www.youtube.com/watch?v=v8ZZz1Q0EI0

Telegram | Youtube | GeoInfo.Uz
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Forwarded from Geoinfo.Uz 🌏
GIS bo'yicha boshlang'ich kurslar

🔸 Kurslar ingliz tilida
🔸 Mutlaqo bepul
🔸 Sertifikat beriladi


Kurslar ro'yxati 👇

🔹 GIS Basics

🔹 ArcGIS Pro Basics

🔹 ArcGIS Online Basics

🔹 Getting Started with Imagery and Remote Sensing


Telegram
| Youtube | GeoInfo.Uz
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Forwarded from Bek_GIS
Bunting Labs AI Vectorizer
You Tube platformasiga ushbu funksiya bo'yicha 👉Video dars👈 joylashtirildi.

Telegram | You Tube
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🔍 Jinoyatchilikni tahlil qilish uchun GIS qo‘llanma 📖

Agar siz jinoyatchilikni GIS yordamida tahlil qilish bilan qiziqsangiz, Wilpen L. Gorr va Kristen S. Kurland tomonidan yozilgan ushbu kitob siz uchun foydali bo‘ladi! 📊

Ushbu qo‘llanmada siz quyidagilarni o‘rganishingiz mumkin:
Jinoyat ma’lumotlarini xaritada tasvirlash va tahlil qilish
Jinoyatchilik o‘choqlari va tendensiyalarini aniqlash
Huquq-tartibot organlari uchun samarali strategiyalar ishlab chiqish

📢 GIS va Remote Sensing bo‘yicha yangiliklar va qo‘llanmalar uchun kanalimizga qo‘shiling!

🔗https://t.me/RemoteSensing_Innovators

📕📁 Kitob va Fayl

#GIS #JinoyatchilikTahlili #Xaritashunoslik #MalumotlarTahlili #Geoinformatika #HuquqTartibot
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📌 GIS Tutorial for Crime Analysis 📌

🔍 If you're interested in applying GIS for crime analysis, this book by Wilpen L. Gorr and Kristen S. Kurland is a great resource! It provides practical tutorials on using spatial data to detect crime patterns, analyze trends, and support law enforcement decision-making.

📊 Learn how to:
Use GIS to map and analyze crime data
Identify crime hotspots and trends
Improve public safety strategies

🔗 Join our community for more GIS tutorials and discussions!
📢https://t.me/RemoteSensing_Innovators

📕📁 Book and Files

#GIS #CrimeAnalysis #Mapping #SpatialData #LawEnforcement #DataScience #Geospatial
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Forwarded from Geoinfo.Uz 🌏
ArcGIS Online, Dashboard yordamida Interaktiv veb xarita tayyorlash

Darsda quyidagilar o'rgatiladi
🔸 Qatlamlar bilan ishlash
🔸 Shartli belgilar va Vizualizatsiya
🔸 Web xarita tayyorlash
🔸 Interaktivlik qo'shish
🔸 Statistik ma'lumotlardan foydalanish


👉 Video: https://www.youtube.com/watch?v=Xl_efDgTxdo

Telegram
| Youtube | GeoInfo.Uz | Kurslar
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Forwarded from Bek_GIS
#video_tutorial

Raster formatdagi fayllarni maydonini hisoblash bo'yicha video darslik YouTube platformasiga joylandi.

👉 Videoni ko'rish 👈

Telegram | YouTube
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🛰 Pan-sharpening🇺🇿
Pan-sharpening — bu past aniqlikdagi rangli (ko‘p spektrli) tasvirlarni yuqori aniqlikdagi oq-qora (panchromatik) tasvir bilan birlashtirish usulidir.

Afzalliklari:
• Tasvir aniqligi oshadi (masalan, 30m dan 15m ga)
• Mayda detallar aniqroq ko‘rinadi
• Qishloq xo‘jaligi, shaharsozlik va atrof-muhit monitoringida samarali qo‘llaniladi.

🛰 Pan-sharpening🇺🇸
Pan-sharpening is a technique that enhances low-resolution multispectral images by fusing them with high-resolution panchromatic images.

Benefits:
• Improves image clarity (e.g., from 30m to 15m resolution)
• Highlights finer details
• Widely used in agriculture, urban planning, and environmental monitoring

🧭Web map

📲RemoteSensing_Innovators

✍️@Davlatov_9959
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🌍 Land Cover Map of Tashkent Region, Uzbekistan (2024) 🌍

I just completed a detailed Land Cover Map for the Tashkent Region using remote sensing and GIS technologies. This map highlights various land cover types such as Water, Trees, Grass, Crops, Built-up areas, Bare land, and more.

Analysis Period: 2024.01.01 - 2024.12.31
Scale: 1:2,300,000
Purpose: Understanding land use for planning and management, environmental monitoring, and agricultural practices.

📊 Visualizations include:

Area size table (in hectares and percentage)
Bar chart & Pie chart for better understanding of land cover distribution.

Author : @Davlatov_9959

#GIS #RemoteSensing #LandCover #TashkentRegion #Uzbekistan #Mapping
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