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Story Behind the Pixel

07/02/2026

আসন্ন জাতীয় সংসদ নির্বাচন ২০২৬-কে সামনে রেখে লক্ষ্মীপুর-২ (রায়পুর ও লক্ষ্মীপুর সদরের আংশিক) আসনের ইউনিয়নভিত্তিক ভোটার বিন্যাস নিয়ে আমাদের বিশেষ ইনফোগ্রাফিক! 🗳️

WithJuv_Elect_Week_2026 এর উদ্যোগে তৈরি এই মানচিত্রে আপনারা দেখতে পাচ্ছেন:
প্রতিটি ইউনিয়নের মোট ভোটার সংখ্যা।
নারী, পুরুষ ও হিজড়া (তৃতীয় লিঙ্গ) ভোটারদের বিস্তারিত পরিসংখ্যান। ভোটার সংখ্যার ক্রমানুসারে ইউনিয়নগুলোর তুলনামূলক গ্রাফ।

একনজরে লক্ষ্মীপুর-২ এর ভোটার তথ্য:
রায়পুর এলাকায় মোট ভোটার: ২,৫৭,৮৯৬ জন।
লক্ষ্মীপুর সদর (আংশিক) এলাকায় মোট ভোটার: ২,২৬,০৬৬ জন।
এই আসনে সর্বমোট ভোটার সংখ্যা: ৪,৮৩,৯৬২ জন।

আপনার ভোট, আপনার অধিকার। সঠিক তথ্য জানুন এবং সচেতন নাগরিক হিসেবে ভোটাধিকার প্রয়োগে উৎসাহিত হোন।

তথ্যসূত্র: বাংলাদেশ নির্বাচন কমিশন।

07/02/2026

Lakshmipur-02 (Raipur and Lakshmipur Sadar): The Numbers Behind the Vote!

The 13th National Parliament Election-2026 is approaching. Here is what you need to know about the Lakshmipur-02 constituency at a glance:

483,962 Total Voters
151 Polling Centers
944 Polling Booths

From the high-density zones of Uttar Charbangshi and Char Ruhita , the stage is set across 19 Unions.

Check the map to see your area's voter strength!

31/05/2024

The Normalized Difference Vegetation Index (NDVI) is a crucial indicator for monitoring vegetation health and assessing environmental conditions. I have created an animation showcasing the monthly NDVI of Bangladesh from 2021 to 2024 (up to May). This animation vividly illustrates several key features and patterns:

River Network and Forests: The animation highlights the river network of Bangladesh in blue and the forested areas in dark green. This clear differentiation helps in understanding the distribution and density of vegetation across the country.

Rainy Season Impact: During the rainy season, from June to November, Sylhet experiences significant rainfall, leading to flash floods. These floods can be observed in the NDVI animation as areas with sudden changes in vegetation cover, due to both the influx of water and subsequent vegetation stress or growth.

Coastal Flooding: The animation also shows large amounts of water getting stuck in the coastal areas during the rainy season. This waterlogging affects local communities, as it can disrupt daily life, agriculture, and infrastructure. The NDVI values in these regions may indicate changes in vegetation health, signaling the impact of prolonged water exposure.

Environmental Monitoring: The NDVI animation serves as a valuable tool for environmental monitoring. It helps in identifying trends, assessing the impact of seasonal changes, and planning for disaster management. By analyzing the NDVI data, we can better understand the ecological dynamics and devise strategies to mitigate adverse effects on both the environment and human populations.

17/05/2024

Upscaling the resolution of Sentinel-2 satellite imagery from 10 meters to 1 meter using the S2DR3 model. Super cool testing for Dhaka, Bangladesh.




08/05/2024

Explore the beautiful landscape of Bangladesh by diving into the map!

The LULC (Dynamic World v1) map for Bangladesh.
This dataset divides the landscape into 9 distinct classes (sq. km): Tree Cover (58,382), Shrub land (8), Grassland (2,421), Cropland (74,053), Built-up (2,457), Bare/sparse vegetation (980), Permanent Water Bodies (12,671), Herbaceous Wetland (2,215).

05/05/2024

The night-time light map reveals that Dhaka City and its surrounding areas, including most of the city's corporation zones, are illuminated at night. Additionally, district centers and highway areas are also well-lit.

In contrast, coastal areas, the Chittagong Hill Tracts, and the Haor region of greater Sylhet exhibit minimal light during the night. This variation in light intensity across regions reflects different levels of urbanization and economic activities.

Artificial lighting at night can impact ecosystem growth, yet it is also essential for urban social security. However, excessive artificial light can disrupt natural habitats and affect wildlife behavior. Balancing the need for night-time illumination with sustainable practices is crucial for minimizing ecological impacts while ensuring public safety and urban development.




18/04/2024

You might leave the land, but you'll still fall in love with it 💝

Tools: Google Earth Engine | ArcMap
Satellite: Sentinel-2


17/04/2024

Nature Index is a metric that gauges scientific output, emphasizing top-tier research articles in natural science journals. From October 2022 to September 2023, countries were ranked based on their article count. The top contributors include the United States, China, Germany, the United Kingdom, and Japan, showcasing their substantial impact on natural science research.

This index offers valuable insights into global research trends, spotlighting nations at the forefront of scientific innovation. By highlighting leading contributors, it underscores the importance of collaboration and investment in advancing knowledge in the natural sciences.

Source: www.nature.com/nature-index/
Tool: ArcMap 10.8


17/04/2024

Welcome to WithJuv!

Hey everyone! I'm Juvair Hossan, and this is WithJuv
– your ultimate destination for GIS and Remote Sensing adventures! Let's explore the world of maps, data, and discovery together. Join me as we uncover the hidden stories behind every pixel. Stay tuned for exciting updates!

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