🔍 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

📌 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

Juda foydali video bo'libdi , 👍👍👍

🛰 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

Landsat 9 Sun`iy yo`ldoshini 30 metrlik sinimkasini aniqlik darajasini 15 metrga oshirish usuli

🌍 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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Masofadan zondlash orqali olingan qiymat (Crops : 631 058 gektar) haqiqiy qiymatga (748 428 gektar) nisbatan 84.32% aniqlikka ega.

⏰Start date : 03.19.2025 (8 section)

Remote sensing va GIS bo'yicha online o'rganish uchun darslar :

1. GeoInfo.uz ArcGIS pro , Google earth engine O'zbek tilida dars o'tiladi

2. Study Huck, India institute of Remote sensing (IIRS)da dars beradi Google earth engine bo'yicha 7 kunlik traninglar tashkillashtiradi Ingliz tilida dars o'tadi.