Скачать с ютуб Normalized Difference Moisture Index | Calculate NDMI in QGIS & ArcMap | Moisture Index в хорошем качестве

Normalized Difference Moisture Index | Calculate NDMI in QGIS & ArcMap | Moisture Index

Normalized Difference Moisture Index | Calculate NDMI in QGIS & ArcMap | Moisture Index About this Video In this comprehensive tutorial, we delve into the world of remote sensing and vegetation health assessment by exploring the Normalized Difference Moisture Index (NDMI). NDMI is a valuable tool used to monitor and analyze moisture content in vegetation, making it a critical resource for agriculture, environmental science, and land management. NDMI = (NIR - SWIR1) / (NIR + SWIR1) Where, NIR = Near Infrared SWIR = Short Wave Infrared In this video, we'll cover the following key points: Introduction to NDMI: Understand the concept behind NDMI and why it's essential for environmental monitoring and agriculture. Data Requirements: Learn about the data needed to calculate NDMI, including multispectral satellite or aerial imagery. QGIS Tutorial: Step-by-step guide on how to calculate NDMI in QGIS, an open-source GIS software. We'll walk you through importing imagery, setting up the necessary bands, and performing the calculations. ArcMap Tutorial: For those using ArcMap, we've got you covered! We'll show you how to calculate NDMI in Esri's ArcGIS environment, complete with all the required steps and settings. Interpreting NDMI Results: Once you've calculated NDMI, it's vital to understand what the results mean. We'll discuss how to interpret the index to assess vegetation health and moisture levels. Applications: Explore real-world applications of NDMI, including monitoring drought conditions, optimizing irrigation in agriculture, and assessing the impact of climate change on ecosystems. Tips and Tricks: We'll share some expert tips and tricks for working with NDMI data effectively. Whether you're a GIS enthusiast, a researcher, or a professional in agriculture or environmental science, this video will equip you with the knowledge and skills to utilize NDMI for informed decision-making. Don't forget to like and subscribe for more informative tutorials on remote sensing, GIS, and environmental analysis. If you have any questions or need further clarification, feel free to leave a comment below. Happy mapping! Chapters 00:00 Topic (NDMI) 00:31 Intro 00:40 Calculate NDMI in QGIS 02:40 Calculate NDMI in ArcMap 04:50 Outro #gis #remotesensing #satelliteimagery #moisture #water #wet #index #indicies #dawnofgeospatialworld #landsat #sentinel #arcmap #qgis #tutorial #education Playlists ⬇️ 1️⃣ Various Space Agencies & Missions: https://bit.ly/44UBJQI 2️⃣ Data Download Processes for GIS Work: https://bit.ly/44WYP9D 3️⃣ QGIS Basics Tutorials: https://bit.ly/3Oljo95 4️⃣ ArcMap Basics Tutorials: https://bit.ly/3DoAopy 5️⃣ Terrain Analysis: https://bit.ly/44UBJ38 6️⃣ Hydrological Analysis: https://bit.ly/472LGgY 7️⃣ Image Classification: https://bit.ly/3sb1iyR 8️⃣ Indices: https://bit.ly/3RfKPUB The following geospatial and environmental solutions video instruction is available on this channel: 👨🏻‍💻 ArcGIS, QGIS (Geospatial Analysis, Monitoring) 🗺️ Cartography 🗺️ Basics of Mapmaking 🛰️ Basics of GIS & Remote Sensing You can watch our videos on YouTube : @dawnofgeospatialworld If you think they're useful, kindly subscribe to our channel. Instagram :   / dogw_official   Facebook Group :   / dogw.official   Thank you So Much.....