Brazil imagery and land cover data
＋ Follow new data314 datasets about imagery and land cover in Brazil.
uav imagery by Bruno Machado Carneiro, acquired 2026-05-26 to 2026-05-27, 5.0 cm per pixel, published on OpenAerialMap.
aircraft imagery by PMSMJ, acquired 2026-09-14 to 2026-09-14, 3.5 cm per pixel, published on OpenAerialMap.
aircraft imagery by T, acquired 2025-08-30 to 2025-08-30, 2.8 cm per pixel, published on OpenAerialMap.
uav imagery by T2R.Tech, acquired 2025-09-23 to 2025-09-23, 4.5 cm per pixel, published on OpenAerialMap.
aircraft imagery by ?, acquired 2025-08-19 to 2025-08-19, 4.9 cm per pixel, published on OpenAerialMap.
aircraft imagery by Joao Pessoa, acquired 2025-06-11 to 2025-06-11, 2.7 cm per pixel, published on OpenAerialMap.
uav imagery by Acert Ambiental, acquired 2025-05-07 to 2025-05-07, 4.5 cm per pixel, published on OpenAerialMap.
aircraft imagery by PMSMJ, acquired 2026-09-14 to 2026-09-14, 2.5 cm per pixel, published on OpenAerialMap.
aircraft imagery by PMSMJ, acquired 2026-09-14 to 2026-09-14, 2.6 cm per pixel, published on OpenAerialMap.
satellite imagery by PMSMJ, acquired 2026-09-14 to 2026-09-14, 4.1 cm per pixel, published on OpenAerialMap.
aircraft imagery by PMSMJ, acquired 2026-09-14 to 2026-09-14, 0.9 cm per pixel, published on OpenAerialMap.
aircraft imagery by jonnathan, acquired 2026-07-25 to 2026-07-25, 1.4 cm per pixel, published on OpenAerialMap.
aircraft imagery by Perito Paulo Rafael, acquired 2026-05-19 to 2026-05-19, 2.7 cm per pixel, published on OpenAerialMap.
aircraft imagery by Filipmanso11, acquired 2025-08-21 to 2025-08-21, 4.8 cm per pixel, published on OpenAerialMap.
uav imagery by Esdras de Lima Andrade, acquired 2025-08-15 to 2025-08-15, 4.2 cm per pixel, published on OpenAerialMap.
uav imagery by Esdras de Lima Andrade, acquired 2025-08-15 to 2025-08-15, 5.0 cm per pixel, published on OpenAerialMap.
aircraft imagery by T, acquired 2025-10-18 to 2025-10-18, 8.6 cm per pixel, published on OpenAerialMap.
uav imagery by Agência Peixe Vivo, acquired 2025-09-23 to 2025-09-23, 2.8 cm per pixel, published on OpenAerialMap.
uav imagery by Agência Peixe Vivo, acquired 2025-08-27 to 2025-08-27, 3.1 cm per pixel, published on OpenAerialMap.
aircraft imagery by Gabriel Mancilla, acquired 2025-12-14 to 2025-12-14, 6.4 cm per pixel, published on OpenAerialMap.
aircraft imagery by Esteio, acquired 2025-08-21 to 2025-08-21, 75.2 cm per pixel, published on OpenAerialMap.
aircraft imagery by Esdras de Lima Andrade, acquired 2025-08-16 to 2025-08-16, 250.0 cm per pixel, published on OpenAerialMap.
uav imagery by Esdras Andrade, acquired 2025-08-21 to 2025-08-21, 3.9 cm per pixel, published on OpenAerialMap.
Date of Images: Post-Event: April 26, 2024-May 22, 2024 (Daily) Pre-Event: April 2024 (Composite) Summary: These Black Marble Day-Night Band (BRDF-Corrected) images were created by the NASA Black Marble Science team. The images are corrected for atmospheric, terrain, lunar BRDF, and straylight effects, and directly measures light intensity on the ground in units of nanowatts/(steradian centimeter squared). The images are scaled from 0 - 30. The baseline image is from September 2025, generated from all daily atmospheric and lunar-corrected data from that month. There is a layer to display where clouds are present. This comparison between the images is meant as a visual assessment of outage impacts to aid various partners who are working to deliver emergency aids to local communities. Power outage maps like these help disaster response efforts in the short-term as well as long-term monitoring during the crucial stages of disaster recovery. Suggested Use: NASA's Black Marble Nighttime Light product suite is a state-of-the-art daily global collection of standard products for monitoring nighttime lights (NTL). Utilizing the Visible Imaging Radiometer Suite (VIIRS) Day/Night Band (DNB) aboard the Suomi-NPP, NOAA-20, and NOAA-21 satellites. The image is in inferno color scale. Yellow represents presence of more light; dark blue less lights. Observations may be obscured by total or partial cloud cover. Other factors such as snow reflectance, moon phase, wildfires, and wildfire smoke may distort light radiance and require further analysis when assessing power outages. Satellite/Sensor: Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night Band (DNB) onboard the Suomi National Polar-orbiting Platform (SNPP), NOAA-20, and NOAA-21 Resolution: 15 arc-seconds (~500 meters) Credits: NASA Black Marble Science team Please cite the following two references when using this data: Román MO, Stokes EC, Shrestha R, Wang Z, Schultz L, Carlo EA, Sun Q, Bell J, Molthan A, Kalb V, Ji C. Satellite-based assessment of electricity restoration efforts in Puerto Rico after Hurricane Maria. PloS one. 2019 Jun 28;14(6):e0218883. Román MO, Wang Z, Sun Q, Kalb V, Miller SD, Molthan A, Schultz L, Bell J, Stokes EC, Pandey B, Seto KC. NASA's Black Marble nighttime lights product suite. Remote Sensing of Environment. 2018 Jun 1;210:113-43. Point of Contact: Ranjay Shrestha NASA Goddard Space Flight Center E-mail: ranjay.m.shrestha@nasa.gov Additional Links: NASA’s Black Marble Product Suite Román, M.O. et al. (2019) Satellite-based assessment of electricity restoration efforts in Puerto Rico after Hurricane Maria. PLoS One, 14 (6). Román, M.O. et al. (2018) NASA’s Black Marble nighttime lights product suite. Remote Sensing of Environment. 210, 113–143. Service URL: See REST Endpoint on the right. WMS Endpoint: https://gis.earthdata.nasa.gov/portal/services/DISASTERS_EX2602_202405_FLOOD_BRAZIL/ex2602_blackmarble_brdf/ImageServer/WMSServer
satellite imagery by JONNATHAN NOGUEIRA, acquired 2026-02-11 to 2026-02-12, 1.9 cm per pixel, published on OpenAerialMap.
satellite imagery by Seplag/AL, acquired 2025-09-24 to 2025-09-24, 50.0 cm per pixel, published on OpenAerialMap.
satellite imagery by Municipio de Corupá/SC, acquired 2026-08-05 to 2026-08-05, 10.0 cm per pixel, published on OpenAerialMap.
aircraft imagery by PMSMJ, acquired 2026-09-14 to 2026-09-14, 1.7 cm per pixel, published on OpenAerialMap.
aircraft imagery by PMSMJ, acquired 2026-09-14 to 2026-09-14, 3.0 cm per pixel, published on OpenAerialMap.
aircraft imagery by PMSMJ, acquired 2026-09-14 to 2026-09-14, 2.8 cm per pixel, published on OpenAerialMap.
aircraft imagery by PMSMJ, acquired 2026-09-14 to 2026-09-14, 2.7 cm per pixel, published on OpenAerialMap.
aircraft imagery by PMSMJ, acquired 2026-09-13 to 2026-09-13, 5.0 cm per pixel, published on OpenAerialMap.
aircraft imagery by PMSMJ, acquired 2026-09-13 to 2026-09-13, 2.3 cm per pixel, published on OpenAerialMap.
satellite imagery by Victor Nogueira Antunes, acquired 2026-07-05 to 2026-07-05, 4.0 cm per pixel, published on OpenAerialMap.