🌊 SAR Sentinel-1 VV Band orqali Kemalarni Aniqlash 🛰🚢
Sentinel-1 sun’iy yo‘ldoshi VV polarizatsiya kanali yordamida kemalarni aniqlash va kuzatish mumkin!
🔍 Qanday ishlaydi?
✅ SAR (Synthetic Aperture Radar) tungi va bulutli ob-havoda ham ishlaydi.
✅ VV band suv yuzasidagi harakatlanuvchi obyektlarni (kemalar, qayiq va platformalar) aniq ajratadi.
✅ AI va GIS yordamida kemalarning marshrutini kuzatish mumkin.
🌍 Foydali jihatlar:
📡 Dengiz xavfsizligi – noqonuniy kemalarni aniqlash.
🚢 Port va yuk tashish monitoringi – kemalar harakatini nazorat qilish.
🛑 Atrof-muhit muhofazasi – neft to‘kilishlari va noqonuniy baliq ovlashni kuzatish.
Masofaviy zondlash dengiz transporti va xavfsizligini yangi darajaga olib chiqmoqda! Sizning fikringiz qanday? 🌊🌍
📲RemoteSensing_Innovators
✍️@Davlatov_9959
#GIS #RemoteSensing #SAR1 #Sentinel1 #ShipDetection #DengizXavfsizligi
Sentinel-1 sun’iy yo‘ldoshi VV polarizatsiya kanali yordamida kemalarni aniqlash va kuzatish mumkin!
🔍 Qanday ishlaydi?
✅ SAR (Synthetic Aperture Radar) tungi va bulutli ob-havoda ham ishlaydi.
✅ VV band suv yuzasidagi harakatlanuvchi obyektlarni (kemalar, qayiq va platformalar) aniq ajratadi.
✅ AI va GIS yordamida kemalarning marshrutini kuzatish mumkin.
🌍 Foydali jihatlar:
📡 Dengiz xavfsizligi – noqonuniy kemalarni aniqlash.
🚢 Port va yuk tashish monitoringi – kemalar harakatini nazorat qilish.
🛑 Atrof-muhit muhofazasi – neft to‘kilishlari va noqonuniy baliq ovlashni kuzatish.
Masofaviy zondlash dengiz transporti va xavfsizligini yangi darajaga olib chiqmoqda! Sizning fikringiz qanday? 🌊🌍
📲RemoteSensing_Innovators
✍️@Davlatov_9959
#GIS #RemoteSensing #SAR1 #Sentinel1 #ShipDetection #DengizXavfsizligi
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📌 Dust Storm Analysis over Uzbekistan (May–June 2023)
🌪 A comprehensive dust storm analysis was carried out using Aerosol Optical Depth (AOD), 🌡 Land Surface Temperature (LST), and 🌧 Rainfall indicators. The analysis covers May–June 2023 and was conducted entirely through Google Earth Engine (GEE).
🛰 The project leverages MODIS and CHIRPS satellite datasets for large-scale, cloud-based geospatial processing.
🔍 Key Findings:
🔴 AOD > 0.3 indicates areas highly affected by aerosols, i.e., potential dust storm zones (visualized in red and purple).
🔥 Regions with elevated land surface temperature suggest dry and heat-prone conditions.
☔️ Rainfall distribution adds additional insight into local climate impacts during the dust events.
📍 Study Region: Uzbekistan
🌪 A comprehensive dust storm analysis was carried out using Aerosol Optical Depth (AOD), 🌡 Land Surface Temperature (LST), and 🌧 Rainfall indicators. The analysis covers May–June 2023 and was conducted entirely through Google Earth Engine (GEE).
🛰 The project leverages MODIS and CHIRPS satellite datasets for large-scale, cloud-based geospatial processing.
🔍 Key Findings:
🔴 AOD > 0.3 indicates areas highly affected by aerosols, i.e., potential dust storm zones (visualized in red and purple).
🔥 Regions with elevated land surface temperature suggest dry and heat-prone conditions.
☔️ Rainfall distribution adds additional insight into local climate impacts during the dust events.
📍 Study Region: Uzbekistan
👨💻 Author: Abdullajon Davlatov
🗺 Web Map
📲@RemoteSensing_Innovators
📄 Report
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📌 O‘zbekistonda chang bo‘ronlarini tahlil qilish (2023-yil May–Iyun)
🌪 2023-yilning may–iyun oylarida O‘zbekiston hududida yuz bergan chang bo‘ronlari holati Aerosol Optical Depth (AOD), 🌡 Yer yuzasi harorati (LST) va 🌧 yog‘ingarchilik ko‘rsatkichlari asosida tahlil qilindi. Ushbu tahlil to‘liq Google Earth Engine (GEE) platformasi orqali amalga oshirildi.
🛰 Loyihada MODIS va CHIRPS sun’iy yo‘ldosh ma’lumotlari asosida katta hududlarni bulutli hisoblash imkoniyati bilan geotahlil qilindi.
🔍 Asosiy natijalar:
🔴 AOD > 0.3 bo‘lgan joylar aerozollar bilan kuchli ifloslangan bo‘lib, bu chang bo‘roni xavfini bildiradi (qizil va binafsha ranglar bilan ifodalangan).
🔥 Yuqori yer harorati kuzatilgan hududlar qurg‘oqchil va issiqlikka moyil ekani ko‘rsatildi.
☔️ Yog‘ingarchilik tarqalishi esa chang hodisalarining mahalliy iqlimga ta’sirini chuqurroq tushunishga yordam beradi.
📍 Tadqiqot hududi: O‘zbekiston
🌪 2023-yilning may–iyun oylarida O‘zbekiston hududida yuz bergan chang bo‘ronlari holati Aerosol Optical Depth (AOD), 🌡 Yer yuzasi harorati (LST) va 🌧 yog‘ingarchilik ko‘rsatkichlari asosida tahlil qilindi. Ushbu tahlil to‘liq Google Earth Engine (GEE) platformasi orqali amalga oshirildi.
🛰 Loyihada MODIS va CHIRPS sun’iy yo‘ldosh ma’lumotlari asosida katta hududlarni bulutli hisoblash imkoniyati bilan geotahlil qilindi.
🔍 Asosiy natijalar:
🔴 AOD > 0.3 bo‘lgan joylar aerozollar bilan kuchli ifloslangan bo‘lib, bu chang bo‘roni xavfini bildiradi (qizil va binafsha ranglar bilan ifodalangan).
🔥 Yuqori yer harorati kuzatilgan hududlar qurg‘oqchil va issiqlikka moyil ekani ko‘rsatildi.
☔️ Yog‘ingarchilik tarqalishi esa chang hodisalarining mahalliy iqlimga ta’sirini chuqurroq tushunishga yordam beradi.
📍 Tadqiqot hududi: O‘zbekiston
📄Voqea haqida
👨💻 Muallif: Abdullajon Davlatov
🗺 Veb-xarita
📲 @RemoteSensing_Innovators
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🛰Remote Sensing Innovators
📌 Dust Storm Analysis over Uzbekistan (May–June 2023) 🌪 A comprehensive dust storm analysis was carried out using Aerosol Optical Depth (AOD), 🌡 Land Surface Temperature (LST), and 🌧 Rainfall indicators. The analysis covers May–June 2023 and was conducted…
startDate = '2023-06-01'
endDate = '2023-06-20'
endDate = '2023-06-20'
🌊 Aral Sea Surface Change (2000–2024)
The Aral Sea, once one of the world's largest inland water bodies, has been shrinking dramatically over the last two decades. The comparative maps and the surface area trend chart clearly show the alarming decline:
⚠️ From over 34,000 sq. km to just around 5,000 sq. km in 2024 — this is a serious environmental disaster caused mainly by water diversion for irrigation. The Southern part is almost gone, leaving behind salty plains and health issues for local populations.
📍Scale: 1:9,000,000
🛰 Remote sensing helps us monitor such long-term environmental changes.
🌐Author : @Davlatov_9959
📡 RemoteSensing_Innovators
#AralSea #RemoteSensing #GIS #WaterCrisis #EnvironmentalChange #Uzbekistan #Kazakhstan #EarthObservation
The Aral Sea, once one of the world's largest inland water bodies, has been shrinking dramatically over the last two decades. The comparative maps and the surface area trend chart clearly show the alarming decline:
⚠️ From over 34,000 sq. km to just around 5,000 sq. km in 2024 — this is a serious environmental disaster caused mainly by water diversion for irrigation. The Southern part is almost gone, leaving behind salty plains and health issues for local populations.
📍Scale: 1:9,000,000
🛰 Remote sensing helps us monitor such long-term environmental changes.
🌐Author : @Davlatov_9959
📡 RemoteSensing_Innovators
#AralSea #RemoteSensing #GIS #WaterCrisis #EnvironmentalChange #Uzbekistan #Kazakhstan #EarthObservation
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🛰Remote Sensing Innovators
🌊 Aral Sea Surface Change (2000–2024) The Aral Sea, once one of the world's largest inland water bodies, has been shrinking dramatically over the last two decades. The comparative maps and the surface area trend chart clearly show the alarming decline: ⚠️…
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Aral Sea
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🌊 Orol dengizi – Qayta tiklanishi mumkinmi?
🔴
Sabablar:
Amudaryo va Sirdaryo suvining massiv sug‘orish uchun yo‘naltirilishi
Suv tejash texnologiyalarining yo‘qligi
Har yili ortib borayotgan bug‘lanish
Iqlim o‘zgarishi va kam yog‘ingarchilik
✅ Qisman tiklash – ha, mumkin
Shimoliy Orol dengiz (Qozog‘iston qismi) – qisman tiklangan yagona hudud:
Kokaral to‘g‘oni (2005 yilda qurilgan) orqali shimoliy qismda suv sathi oshdi.
Baliqchilik qayta rivojlandi, havoning sifatiga ijobiy ta’sir ko‘rsatdi.
📌 Loyiha misoli:
👉 “Aral Sea Restoration Project” – World Bank, Qozog‘iston hukumati bilan hamkorlikda olib borilgan.
🧪 Qanday chora-tadbirlar orqali qisman tiklash mumkin?
Amudaryo va Sirdaryo havzalarida suvni tejash texnologiyalarini joriy qilish
Suv tejovchi sug‘orish tizimlari (drip irrigation) kengaytirish
Ekologik zonalash va tuproq sho‘rlanishini kamaytirish
Yashil zonalarni ko‘paytirish (“Green Belt” loyihalari)
Xalqaro yordam va regional hamkorlik (Uzbekistan-Qozog‘iston-Turkmaniston)
⚠️ Nega bu muhim?
Ekologik halokat: sho‘rlangan maydonlar, chang bo‘ronlari, sog‘liq muammolari
Ijtimoiy falokat: migratsiya, baliqchilik yo‘qolishi, daromad manbalarining tugashi
Iqlimga ta’siri: lokal issiqlik, namlik kamayishi
🔴
To‘liq avvalgi holatga qaytarish – deyarli imkonsiz
Orol dengizi XX asrda dunyodagi to‘rtinchi yirik ichki dengiz bo‘lgan (68 ming km²), lekin hozirgi (2024) holatiga ko‘ra 90% dan ortiq qismini yo‘qotgan.
Sabablar:
Amudaryo va Sirdaryo suvining massiv sug‘orish uchun yo‘naltirilishi
Suv tejash texnologiyalarining yo‘qligi
Har yili ortib borayotgan bug‘lanish
Iqlim o‘zgarishi va kam yog‘ingarchilik
✅ Qisman tiklash – ha, mumkin
Shimoliy Orol dengiz (Qozog‘iston qismi) – qisman tiklangan yagona hudud:
Kokaral to‘g‘oni (2005 yilda qurilgan) orqali shimoliy qismda suv sathi oshdi.
Baliqchilik qayta rivojlandi, havoning sifatiga ijobiy ta’sir ko‘rsatdi.
📌 Loyiha misoli:
👉 “Aral Sea Restoration Project” – World Bank, Qozog‘iston hukumati bilan hamkorlikda olib borilgan.
🧪 Qanday chora-tadbirlar orqali qisman tiklash mumkin?
Amudaryo va Sirdaryo havzalarida suvni tejash texnologiyalarini joriy qilish
Suv tejovchi sug‘orish tizimlari (drip irrigation) kengaytirish
Ekologik zonalash va tuproq sho‘rlanishini kamaytirish
Yashil zonalarni ko‘paytirish (“Green Belt” loyihalari)
Xalqaro yordam va regional hamkorlik (Uzbekistan-Qozog‘iston-Turkmaniston)
⚠️ Nega bu muhim?
Ekologik halokat: sho‘rlangan maydonlar, chang bo‘ronlari, sog‘liq muammolari
Ijtimoiy falokat: migratsiya, baliqchilik yo‘qolishi, daromad manbalarining tugashi
Iqlimga ta’siri: lokal issiqlik, namlik kamayishi
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VIEW IN TELEGRAM
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