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idilgumusCommunity Manager 🌎

posted in NICFI Satellite Data Program

Mapping tree cover of Africa using NICFI Data!

This week's user story is about a research titled “More than one-quarter of Africa's tree cover found outside areas previously classified as forest”, focusing on mapping the tree cover of continental Africa. It is addressed that the current monitoring systems tend to neglect the trees outside of forests, and/or consistent monitoring can be over-costly. Therefore, by developing a method to reach accurate results in analyzing tree cover in Africa, they aim to help reconsider the effects of land use and construct a new ground for climate change solutions and tree-related studies. To conduct their research, they benefited from 3-m resolution satellite imagery provided by PlanetScope through the NICFI Satellite Data Program. They mapped tree cover of forest and non-forest areas in continental Africa. One of the remarkable results they got is that 29% of tree cover found outside areas (like croplands and grassland) had been identified as tree cover before. In the article, they emphasized

1391

2 years ago

andrea.cardenasPlaneteer 🌎

posted in NICFI Satellite Data Program

NICFI Basemaps to detect deforestation in the Rawa Singkil Wildlife Sanctuary

Deforestation in the Rawa Singkil Wildlife Sanctuary conservation area has increased yearly since 2019. From monitoring results using satellite data and supported by Glad Alert-GFW alert data, HaKa researchers found that the Rawa Singkil SM area had undergone a relatively significant shift from forest to non-forest this year. Lukmanul Hakim, director of HAKA's Geographic Information System, mentioned that deforestation in the first seven months of 2022 is already more significant than the total amount in the last three years. The specialist said that the NICFI Basemaps help detects the monthly deforestation in the Leuser Ecosystem in Aceh. According to their findings, the Wildlife Sanctuary lost 338 hectares of forest in 2021 (165 hectares), 2020 (43 hectares) and 2019 (28 hectares). The specialist also mentioned that this incident is not uncommon and should be monitored. HaKa hold a press conference to involve local authorities in the search for a better response to these deforestatio

861

2 years ago

andrea.cardenasPlaneteer 🌎

posted in NICFI Satellite Data Program

Mapping Sugarcane in Thailand using NICFI Data

For years, Thailand has been facing air pollution caused by burning sugarcane, which represents a major environmental problem in the country. A study analyzed this issue with high resolution satellite imagery combined with deep-learning technologies. Their goal was to analyze the location and extent of sugarcane in an effort to develop informed strategies to reduce burning.To conduct the study, the researchers used Planet's high-resolution imagery through the NICFI Satellite Data Program and developed a deep learning algorithm. A U-Net deep learning algorithm was tested with a lightweight MobileNetV2 network as a coding branch via Google Earth Engine. To conduct the study, the researchers used Planet's high-resolution imagery through the NICFI Satellite Data Program. They benefited from the integration of Google Artificial Intelligence and Google Earth Engine, which allows users to apply deep learning algorithms to geographic data at scale. All of these tools were able to help them mo

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2 years ago

andrea.cardenasPlaneteer 🌎

posted in NICFI Satellite Data Program

Offline monitoring in the Peruvian Amazon

Rainforest Foundation US facilitates training in using NICFI Satellite Data Program data to 5 indigenous organizations and 33 Amazonian native people from Kichwa, Shipibo and Ticuna communities in Peru.The basemaps are downloaded in satellite information hubs, transformed into android format and transferred to the native communities. Community patrols use the basemaps on their smartphones to plan patrols to validate early deforestation alerts.Additionally, native communities create maps using NICFI Basemaps to help indigenous monitors and community watch committees to plan their patrol routes and make their performance more efficient.The satellite images, plus the evidence gathered in the patrols, are used to identify causes of forest loss, responsible actors, and, when relevant, file complaints with the government authorities.During a conversation with Cameron Ellis from Rainforest Foundation US, he mentioned that the NICFI Satellite Data Program has filled a missing piece in many com

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2 years ago

azcuemaite‎‎ 🌱

asked in Education & Research

Planet Scope revisit time and Missing dates

HiI understand that with PlanetScope we can get almost daily images, but in some dates there are a few missing dates.For example, in some areas in Arkansas2022 Period Jul-29 Aug-11 we are missing images of:02 ago 04 ago 05 ago 07 ago 09 agoIs this due to cloudiness? Or, What is the reason why there are that many dates unavailable?It is just to understand how the frecuency works.Thank you.

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2 years ago

andrea.cardenasPlaneteer 🌎

posted in NICFI Satellite Data Program

NICFI basemaps on detecting illegal mining in Brazil

An unprecedented study of clandestine airstrips in the Brazilian Amazon rainforest, conducted in a partnership between The New York Times, The Intercept, the Pulitzer Center and Earthrise Media, gathered data on illegal mining 🎉The team compiled the possible locations of illegal airstrips by gathering data from Open Street Maps, the Socio-Environmental Institute and Hutukara. Then, by cross-referencing the geographic coordinates of the runways with mining deforestation alerts from Amazon Mining Watch, they found that 1,269 unregistered airstrips were still in active use in the last year and documented signs of mining nearby, such as cleared forest areas and mining pools. The team used satellite imagery 🛰 and geospatial analysis 🗺 to locate the airstrips and interconnect them with illegal mining, benefiting from NICFI data. In addition, they determined that hundreds of the airstrips in mining areas are located within indigenous and protected lands, where any form of mining is against

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2 years ago

idilgumusCommunity Manager 🌎

posted in NICFI Satellite Data Program

Large-area Mapping of Active Cropland and Short-Term Fallows in Northern Mozambique, using PlanetScope Data

This month, Philippe Rufin, Adia Bey, Michelle Picoli and Patrick Meyfroidt published the article "Large-area mapping of active cropland and short-term fallows in smallholder landscapes using PlanetScope data" in the International Journal of Applied Earth Observation and Geoinformation. The research focuses on a study area in Northern Mozambique, where they presented a framework for mapping active cropland and short-term fallows in highly fragmented smallholder landscapes. The results of this study aim to minimize financial constraints and maximize the replicability of the methods. All code and maps are made available for further use. To conduct the study, they used Planet Scope mosaics available through the NICFI data and integrated them into Google Earth Engine. Their methodology consisted of derived seasonal analysis-ready datasets from coregistered time series of PlanetScope mosaics and used iterative learning to map active and fallow cropland. The authors mentioned that because of

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2 years ago

Austin StonePlaneteer 🌎

posted in Education & Research

Calling all Educators! How do you use Planet in the classroom?

Hi fellow Planet Educators! I’m in search of finding ways our Education and Research community uses their Planet access in the classroom. Feel free to share your successes, challenges, and ideas for teaching the next generation of Earth scientists using Planet imagery!

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2 years ago

idilgumusCommunity Manager 🌎

posted in NICFI Satellite Data Program

Continued Deforestation in Papua, Indonesia

Satellite imagery demonstrates the ongoing deforestation within a palm oil firm in Palma province of Indonesia. Although the environment ministry canceled permits of 137 palm oil firms, activity in the concessions, overlapping with the land of the Namblong Indigenous community, continued. To analyze the land clearing, Aidenvironment provided evidence through the Planet-NICFI basemaps. Click to read the full article.Image Info: Satellite Image showing the land clearing in Papua, Indonesia. https://news.mongabay.com/2022/04/palm-oil-firm-that-cleared-papuan-forest-after-losing-its-permit-is-still-at-it/

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2 years ago

elyhienrichCommunity Manager 🌎

asked in NICFI Satellite Data Program

Which Method is Used to Create the Planet & NICFI Tropical Monitoring Basemaps

This question was originally asked March 10, 2022 05:57 by user Maurice Kalthof. Hi,I was wondering how the basemaps, especially the bi-annual basemaps up untill september 2020, are compiled. Are the pixels/images selected based on a quality assesment, or is the median / mean used? If I know this, I can make a better assesment on what period / situation the basemaps represent.

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2 years ago

andrea.cardenasPlaneteer 🌎

posted in NICFI Satellite Data Program

NICFI Satellite Data in Payments for Environmental Services in Mato Grosso, Brazil

The Amazon Environmental Research Institute (IPAM) uses NICFI satellite data in the CONSERV initiative in the state of Mato Grosso, Brazil. This initiative is based on Payments for Ecosystem Services (PES) to farmers who register in their program and conserve native forests on their properties. NICFI data is essential for monitoring native vegetation on members' farms so members can receive their payment for preserving the natural ecosystem. IPAM also uses NICFI data to conduct complementary assessments of databases on deforestation, degradation, fire, and permits to remove native vegetation from farms. Additionally, they use the imagery to obtain temporal patterns of Vegetation Indexes to map specific land uses for single plots on different farms. Planet image from October 4, 2021 used for the monitoring of a farm in the State of Mate Grosso, in comparison with the mosaic from October 2020. Retrieved from: IPAM, 2021. NICFI Satellite Data Program Level 2 Access, Three months report.

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2 years ago

idilgumusCommunity Manager 🌎

published in NICFI Satellite Data Program

NICFI User Stories

To help fight against deforestation and climate change, everyone can access Planet’s high-resolution optical satellite imagery of the world’s tropics through NICFI Satellite Data Program. Here we want to share the stories of NICFI users and highlight how NICFI data is used in different applications around the world.We also want to discover your project and learn more about how you are using NICFI data to build knowledge with our community! Please use the tag NICFI user stories to share your NICFI experience with others!

1951

2 years ago

idilgumusCommunity Manager 🌎

posted in NICFI Satellite Data Program

New Partnership for Guyana’s Solar Energy Future

For many years, Guyana has been one of the world’s leading countries on rainforest protection and maintains 85% of its forest cover. The rate of deforestation in Guyana is only 0,05%.Thanks to the low deforestation rates of Guyana, a partnership agreement between Guyana, Norway and the Inter-American Development Bank has been signed on this year’s World Rainforest day (22nd of June).The Guyana Utility Scale Solar Photovoltaic Program (GUYSOL) will invest in 8 large-scale solar energy projects that will be funded by NICFI. While these projects will bring clean energy to 27.000 households in Guyana, around 70.000 people will be benefiting. For more information about the partnership, take a look at this link! Image Info: https://www.nicfi.no/current/guyana-leapfrogs-into-solar-energy-future-with-norwegian-forest-payments/?fbclid=IwAR2tSZ0MkNRLNquHwCiMT5VI3iqhGr8adQt5LFvWpU1_Rro0VnOwODHIhfI

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2 years ago

idilgumusCommunity Manager 🌎

posted in NICFI Satellite Data Program

Deforestation in Conflict Areas in 2020

Eoghan Darbyshire from CEOBS conducted evaluations on the current state of forest loss and deforestation rates in conflict areas in Africa, Latin America and Southeast Asia during the COVID-19 pandemic. This work has been done by gathering data from NICFI Satellite Data Program, global forest loss maps, and deforestation alerts on Global Forest Watch. To see the report, you can check out this link.Image Info: An example of high resolution satellite imagery from Planet showing forest lost case in southern Myanmar. https://ceobs.org/assessment-of-recent-forest-loss-in-conflict-areas/

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2 years ago

idilgumusCommunity Manager 🌎

posted in NICFI Satellite Data Program

Deforestation in Tesso Nilo National Park, Indonesia

Mongabay was able to report on how Tesso Nilo National Park, home to Sumatran wildlife including endangered tigers and elephants, has been facing deforestation since 2010. The rate in 2021 almost tripled that of 2020, and Planet-NICFI basemaps present further deforestation in 2022. Together with the data from the University of Maryland, the trend toward deforestation in 2022 has been visualized on Global Forest Watch using satellite images from Planet. Click to read the full Article. Image Info: Tesso Nilo’s remaining core area of primary forest have been cleared in 2022. https://news.mongabay.com/2022/06/deforestation-surges-in-indonesias-tesso-nilo-national-park/

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2 years ago

idilgumusCommunity Manager 🌎

posted in NICFI Satellite Data Program

New Areas of Primary Forest Cleared in Lábrea, Brazil

In 2021, The Global Land Analysis and Discovery (GLAD) lab at the University of Maryland identified areas of newly cleared forest in Lábrea, Amazonas, close to the indigenous and protected lands. Based on the satellite imagery provided by Planet, deforestation occurred in four areas and covers around 2,115 hectares (5,226 acres). You can find more details about their research and deforestation in Lábrea here.Image Info: Deforestation between December 2020 and May 2021 in Lábrea, Brazil. news.mongabay.com/2021/06/new-areas-of-primary-forest-cleared-in-brazils-lawless-labrea/

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2 years ago

idilgumusCommunity Manager 🌎

posted in NICFI Satellite Data Program

This is how the damage of the desert locust outbreak in Ethiopia is detected using NICFI basemaps!

Ethiopia experienced the worst desert locust outbreak in 2020, which increased food insecurity. This year, Woubet G. Alemu and Christopher S. R. Neigh published their article titled "Desert Locust Cropland Damage Differentiated from Drought with Multi-Source Remote Sensing in Ethiopia" in the Remote Sensing Journal (MDPI). Their research targets to estimate desert locusts' paths and breeding sites using satellite remote sensing and climate factors. The team used multiple remote sensing sources to conduct this study and analyze the damage of desert locusts in the region. One of the sources they benefited from is monthly PlanetScope Basemaps, provided freely by the NICFI Satellite Data Program. Additionally, to differentiate between cropland damage from desert locusts and the usual drought conditions of the region, the researchers made a detailed remote sensing-based analysis of drought in Ethiopia. They underline that drought has been a common phenomenon in Ethiopia and has devastati

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2 years ago

andrea.cardenasPlaneteer 🌎

posted in NICFI Satellite Data Program

Evaluating deforestation in Equatorial Asia with Nusantara Atlas

Nusantara Atlas is a platform aimed at monitoring drivers of deforestation, fires, peatland degradation and forest regeneration in Equatorial Asia. It includes Planet-NICFI basemaps publicly available through the NICFI Data Satellite Program, as well as satellite images from Sentinel 2, Landsat, NOAA-20, S-NP, and MODIS, near-real-time deforestation alerts (RADD ; GLAD), fire hotspots (VIIRS and MODIS) and cadastral information.Users can generate time lapse satellite animations on the fly using Planet/NICFI, Sentinel-2, Landsat and share and save the results. It also presents stories and reports on deforestation and fires in such frameworks.About the latter, a research on Nusantara Atlas presents significant news on palm oil based- deforestation in Tesso Nilo Park in Indonesia. Although the deforestation rate dropped back to the lowest level in the last 20 years, there are some still threatening developments in Tesso Nilo. The analysis made by TheTreeMap through NICFI Data revealed tha

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2 years ago

idilgumusCommunity Manager 🌎

posted in NICFI Satellite Data Program

Landslide Monitoring in Ecuador

This week’s user story is about monitoring a landslide area in Ecuador. In February 2020, the San Rafael waterfall collapsed, and regressive erosion started around the Coca River, which put the environment and indigenous communities in the surrounding area in danger. The study area is located in Northeast Ecuador, at the River Coca, between the San Rafael Waterfall and the Coca Codo Sinclair Hydropower Dam and close to the volcano Reventador. They analyzed the erosion event with Sentinel-1 SAR data and included in the validation the PS Tropical Normalized Analytic Biannual Archive basemap from June to November 2019 and PlanetScope Imagery between 2020-02-14 and 2020-03-2021. The researchers emphasized that remote sensing and GIS are crucial for assessing and analyzing landslide areas and particularly significant for better regional risk management.Click here to read the article and learn more about the research.

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2 years ago

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Bruno Adriano‎‎ 🌱

posted in NICFI Satellite Data Program

Analyzing landslide using Planet imagery

Hello, community. This is my first post. So, I want to share a quick application of Planet imagery for analyzing landslides. The study case is in a small province in Peru's Andes. This disaster destroyed more than 100 houses. Fortunately, there were very few fatalities. You can read more about this event at this link.

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2 years ago

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Appollonia OKHIMAMHE‎‎ 🌱

asked in Education & Research

Resolution of Data not as expected

The basic license granted to me as an educator permits use of low resolution data ONLY, so not useful for the targeted use by my PhD students in 11 West African countries. Is there any explanation for this?

2241

2 years ago

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Shuairong Wang‎‎ 🌱

asked in Education & Research

Unable to access imagery after registering for Planet's Education and Research

how do i resolve the conflict between the registration of “global trial”and “education and research”? please help me with it

1901

2 years ago

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wu aiping‎‎ 🌱

asked in Education & Research

Planet Education and Research Program

Hi, good day! I applied and was accepted under the Planet's Education and Research Program. I tried acquiring PlanetScope Scene and PlanetScope Ortho Tile. However, My account does not show that I have such access, please help me. Thank you.

asked in NICFI Satellite Data Program

Basemap viewer and GEE's tfrecord image different

We notice a significant difference between some images that Planet shows us on its Planet-NICFI Basemap Viewer and those extracted in TFRecord format. Here is a guided example of what we notice:There is a shp and a geojson (id_27954006.zip) of a 540x540 meters grid on this link: drive.google.com/drive/folders/1jv-oFoLkJZLCJieXIpULBYxqsPg6wl32?usp=sharingThis is what this geometry looks like in ‘planet_medres_normalized_analytic_2021-10_mosaic’ in Basemap Viewer: Basemap View of the id_27954006.geojson in 2021-10 normalized mosaicWe extract the NICFI-Planet geometry of this shp into TFRecord files using Planet integration with Google Earth Engine. Tropical Americas Image Collections are filtered as in the developer’s example using python. We use ee.Filter.date(‘2021-10-01’, ‘2021-10-31’) to get the same October mosaic basemap than before.This process results in a TFRecord file (id27954006_1.tfrecord.gz) with bands data from Planet Basemap (R, G, B). When we extract the information of t

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2 years ago

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