Google Earth Engine computing platform

Google Earth Engine computing platform

B)Google Earth Engine computing platform Earth engine EXPLORE THE APi identifying where. And when tree cover change has occurred at high resolution. And identifying where and when tree cover change has occurred at high resolution. Dr Andrew Steer, President and CEO of the World Resources Institute. Visit My Websitegoogle earth engine computing platform

C)Google Earth Engine computing platform PLATFORM Earth engine

Earth engine Identifying where and when tree cover change has occurred at high resolution. and when tree cover change has occurred at high resolution. Identifying where and when tree cover change has occurred at high resolution. The public data archive includes more than thirty years of historical imagery and scientific datasets. There are several ways to interact with the platform. And when tree cover change has occurred at high resolution and when tree cover change has occurred at high resolution. Earth engine.
google earth engine computing platform

Explorer Earth engine

And when tree cover change has occurred at high resolution. EXPLORE THE APi identifying where and when tree cover change has occurred at high resolution. And identifying where and when tree cover change has occurred at high resolution. Dr Andrew Steer, President and CEO of the World Resources Institute. where and when tree cover change has occurred at high resolution.  Run simple analyses. save. And export the results. The public data archive includes more than thirty years of historical imagery and scientific datasets. Data archive includes more than thirty years of historical imagery and scientific datasets. Identifying where and when tree cover change has occurred at high resolution. Signed in Earth Engine users can also import data. GOOGLE where and when tree cover change has occurred at high resolution.

google earth engine computing platform

And when tree cover change has occurred at high resolution. Earth engine.

google earth engine computing platform
And when tree cover change has occurred at high resolution. EXPLORE THE APi identifying where and when tree cover change has occurred at high resolution. And identifying where and when tree cover change has occurred at high resolution. Dr Andrew Steer, President and CEO of the World Resources Institute. where and when tree cover change has occurred at high resolution.
google earth engine computing platform
SATELLITE IMAGERY

+

google earth engine computing platform
YOUR ALGORITHMS

+

google earth engine computing platform
REAL WORLD APPLICATIONS

TERMS OF SERVICE PRIVACY ABOUT GOOGLE. where and when tree cover change has occurred at high resolution.

Google Earth Engine is a computing platform was originally published on Earthtopomaps

Nature water unveiling most detailed view water earth

Nature water unveiling most detailed view water earth

In 1926, the Mississippi river flooded to its highest level in history, destroying towns and leaving hundreds of thousands homeless. Since then, dams and thousands of kilometers of levees have been built to control the mighty Mississippi. 60 years on, another effect of the historic flood is becoming apparent. As the river has become calmer, it now also carries a lot less of the sediment that created and replenished the delta. Without that, more than 13 thousand square kilometers of the delta — an area 10 times the size of London — is slowly slipping into the Gulf of Mexico. Once again the river is threatening to displace thousands and drown the fragile delta wetlands.

Mississippi delta gif
Mississippi delta sinking into the Gulf of Mexico. Blue is water, white is land, red shows areas of transition. (Source: EC JRC / Google)

The change of the Mississippi over decades is just one of the hundreds of stories of similarly dramatic change around the globe; from the draining of the Aral Sea in the Middle East for crops, to the effects of dam construction in China, or the impacts of the multi-year drought on the Western U.S.  Water has been shaping our planet since it was formed, and still plays a direct and crucial role in all of oThanks to a partnership between the European Commission’s Joint Research Centre and Google, we can now get a view into the past three decades of water on the surface of Earth and see how stories like these have shaped the world over time, in unprecedented detail.   Poyang Lake, Jiangxi China

This project has been a monumental undertaking and was made possible by new data processing methods, running the analysis on thousands of high performance computers at the same time. It took three years to download 1.8 petabytes of data from the USGS/NASA Landsat satellite program and prepare that for analysis. Each pixel in 3 million satellite images, going all the way back to 1984, was examined by a computer algorithm developed by the Joint Research Center running on the Google Earth Engine platform. More than 10 million hours of computing time was needed for this, roughly equivalent to a modern 2-core computer running day and night for 600 years.

Karkheh River
Karkheh River in Iran backing up behind a dam from 1984 to 2015 (Source: EC JRC / Google)

The results for the first time allow us to map and measure changes in the water surface over time with a 30-meter accuracy, month-by-month, over 32 years. Here are some of our findings:

  • 90 thousand square kilometers of water – the equivalent of half of the lakes in Europe – have vanished altogether. Over 200 thousand square kilometers of new, mostly man-made water bodies came into existence.
  • The continuing drying up of the Aral Sea in Uzbekistan and Kazakhstan accounts for the biggest loss in the world.
  • Iran and Afghanistan lost over a half, Iraq over a third of its water area.
  • Although the area covered by water in the U.S. has overall increased a little, a combination of drought and sustained demand for water have seen six western states, Arizona, California, Idaho, Nevada, Oregon, Utah, account for a third of the loss in U.S. water surface.

Tibetan plateau
Lakes throughout the Tibetan Plateau have expanded in size over the past 30 years. (Source: EC JRC / Google)

The research findings and the maps, published today in the journal Nature, are available for you to explore on this new website.  The data are also freely available in Google Earth Engine for further research, use, and download.  These new maps, statistics and the stories of change they reveal provide essential information which can aid global water security, agricultural planning, disaster preparedness, public health, climate understanding and more, offering the most detailed view to date of one of our planet’s most vital resources.

With contributions from Alan Belward, Andrew Cottam and Jean-François Pekel, Joint Research Centre, European Commission

Nature water unveiling detailed view water earth

Nature water unveiling detailed view water earth

B)Nature water unveiling detailed view water earth In 1926. The Mississippi river flooded to its highest level in history, destroying towns and leaving hundreds of thousands homeless. Since then. Dams and thousands of kilometers of levees have been built to control the mighty Mississippi. 60 years on, another effect of the historic flood is becoming apparent. As the river has become calmer. It now also carries a lot less of the sediment that created and replenished the delta. Without that. More than 13 thousand square kilometers of the delta — an area 10 times the size of London — is slowly slipping into the Gulf of Mexico. Once again the river is threatening to displace thousands and drown the fragile delta wetlands. Nature water unveiling detailed view water earth

nature water unveiling detailed view water earth
C)Mississippi delta sinking into the Gulf of Mexico. (Source: EC JRC / Google)

The change of the Mississippi over decades is just one of the hundreds of stories of similarly dramatic change around the globe; from the draining of the Aral Sea in the Middle East for crops, to the effects of dam construction in China, or the impacts of the multi-year drought on the Western U.S.  Water has been shaping our planet since it was formed, and still plays a direct and crucial role in all of oThanks to a partnership between the European Commission’s Joint Research Centre and Google. We can now get a view into the past three decades of water on the surface of Earth and see how stories like these have shaped the world over time, in unprecedented detail. Nature water unveiling detailed view water earthnature water unveiling detailed view water earth

D)This project has been a monumental undertaking and was made possible by new data processing methods, running the analysis on thousands of high performance computers at the same time. It took three years to download 1.8 petabytes of data from the USGS/NASA. Landsat satellite program and prepare that for analysis. Each pixel in 3 million satellite images. Going all the way back to 1984, was examined by a computer algorithm developed by the Joint Research Center running on the Google Earth Engine platform. More than 10 million hours of computing time was needed for this, roughly equivalent to a modern 2-core computer running day and night for 600 years. Nature water unveiling detailed view water earth

nature water unveiling detailed view water earth
E)Karkheh River in Iran backing up behind a dam from 1984 to 2015 (Source: EC JRC / Google)

The results for the first time allow us to map and measure changes in the water surface over time with a 30-meter accuracy, month-by-month, over 32 years. Here are some of our findings:

  • 90 thousand square kilometers of water – the equivalent of half of the lakes in Europe – have vanished altogether. Over 200 thousand square kilometers of new, mostly man-made water bodies came into existence.
  • The continuing drying up of the Aral Sea in Uzbekistan and Kazakhstan accounts for the biggest loss in the world.
  • Iran and Afghanistan lost over a half, Iraq over a third of its water area.
  • Although the area covered by water in the U.S. has overall increased a little, a combination of drought and sustained demand for water have seen six western states, Arizona, California, Idaho, Nevada, Oregon, Utah, account for a third of the loss in U.S. water surface.

nature water unveiling detailed view water earth
Lakes throughout the Tibetan Plateau have expanded in size over the past 30 years. (Source: EC JRC / Google)

F)The research findings and the maps. Published today in the journal Nature, are available for you to explore on this new website.  The data are also freely available in. Google Earth Engine for further research, use. And download.  These new maps. Statistics and the stories of change they reveal provide essential information which can aid global water security, agricultural planning. Disaster preparedness. Public health, climate understanding and more. Offering the most detailed view to date of one of our planet’s most vital resources. Nature water unveiling detailed view water earth

With contributions from Alan Belward. Andrew Cottam and Jean-François Pekel. Joint Research Centre. European Commission

Google Earth Engine Global Forest Bring

A)Google Earth Engine Global Forest Bring

B)Google Earth Engine Global Forest Bring. Global Forest Bring the world’s changing forests inside the classroom May 25, 2016

google earth engine global forest bring

C)Google Earth Engine Global Forest Bring Forests are the mighty lungs of our planet. They absorb carbon dioxide. And emit oxygen on which all people and animals on Earth rely. For the sake of our future, it is critical that all people. Including the next generation, understand our global forests in order to manage them sustainably.

Today, Science in the Classroom,Dr. Matt Hansen of the University of Maryland. And Google Earth Engine are presenting. Global Forest Change Explorer to help engage young people in forest conservation.

google earth engine global forest bring

D)Global Forest Change Explorer website contains maps that are available for interactive analysis as well as an accompanying activity worksheet. Explorer Tool relies on open data that is used by remote sensing and. GIS professionals in their work.google earth engine global forest bring

E)Fly to different parts of the world and compare data.
A number of years ago. Dr. Matt Hansen and a team of researchers at the University of Maryland turned to. Google Earth Engine to map high-resolution global forest cover with. Earth Engine’s cloud-based image processing and computing. The team mapped global forest loss and gain from 2000 to 2012 at 30-meter resolution for the entire globe. In 2013, the methods and results were published in Science Magazine and online for everyone to explore. These findings are now an important part of the website. Global Forest Watch. Which gives governments and decision makers free access to the data and tools required to monitor and manage their forests.google earth engine global forest bring

F)Dr. Matt Hansen presenting at the World Economic Forum.
Science in the Classroom. (SitC) thought this was great research to bring into the classroom and make available to anyone online. SitC packages annotated research papers with supplemental teaching materials to help pre-college.

And college students understand the structure and workings of scientific research. SitC and Google Earth Engine built the. Global Forest Change Explorer to make. Dr. Hansen’s data accessible to a younger audience.

google earth engine global forest bring

G)Annotations provide supplemental context to. Dr. Hansen’s paper
We live in a dynamic world where the pressures of population growth increasingly impact and threaten our forests. Educators can easily flip their classrooms into science labs by combining SitC materials with. Global Forest Change Explorer.

H)Posted by Emily Henderson, Google Geo Education Outreach

I)Global Forest Bring the world’s changing forests was originally published on Explorer Tool relies on open data that is used by remote sensing and GIS professionals in their work. B)C)D)E)F)G)H)I)K)L)M)N)O)P)Q)U)R)S)T)VW)X)Y)Z)A)B)C)D). Explorer Tool relies on open data that is used by remote sensing and GIS professionals in their work Earthtopomaps .E)Explorer Tool relies on open data that is used by remote sensing and GIS professionals in their work

Google Earth Engine Global

A)Google Earth Engine Global.

B)Google Earth Engine Global. We want to create technology that helps millions of others understand our changing world and live more sustainably. Whether it’s connecting people with public transit routes. Or using the data that powers.                            google earth engine global


C)We want to create technology that helps millions of others understand our changing world and live more sustainably. Whether it’s connecting people with public transit routes. Or using the data that powers. Google Earth to help you see if your roof is good for solar panels. In honor of Earth Day this month, we’ve gathered together some of the ways Google can help you reduce your everyday emissions and learn more about preserving our world. Google Earth Engine Global. Monitoring forests and wildlifeGoogle Earth satellite technology gives scientists. And environmentalists a way to measure and visualize changes of the world on both land and water. This technology can have great impact on monitoring endangered animal populations around the world. For example, with the help of Global Forest Watch. Powered by Google Earth Engine. Scientists at the. University of Minnesota are suggesting that wild tiger populations may rebound by 2022, due to the efforts to restore tiger habitats in key regions.             google earth engine global

Going solar. We’re also working with organizations like Sierra Club and their Ready for 100 campaign to help analyze the solar potential of cities across the US.

D)Looking to generate clean energy savings with solar power on your home? Check out Project Sunroof. A solar calculator that estimates the impact and potential savings of installing solar on the roof of your home. Taking Google Earth imagery and overlaying annual sun exposure and weather patterns. Sunroof is able to assess viable roof space for solar panel installation. Estimate the value of solar and savings based on local energy costs, and connect you with providers of solar panels in your area. Google Earth Engine Global.

E)As of this week. Sunroof expanded to 42 states across the U.S. (from 10 states in December). Which makes imagery and data available for a solar analysis to 43 million rooftops. We’re also working with organizations like Sierra Club. And their Ready for 100 campaign to help analyze the solar potential of cities across the US.

Google Earth Engine Global.

Measuring air pollutants.

F)For the past few years. F)Google Earth Outreach and the Environmental Defense Fund (EDF) have been working together to map methane leaks from natural gas pipelines under our streets. Since methane is a very potent greenhouse gas (GHG). Even small leaks can add up to big emissions that can hurt our climate. By attaching methane analyzers to select Street View cars, we’ve driven more than 7,500 miles. And have mapped 4,200+ leaks in 10 cities. What we found ranges from an average of one leak per mile. (in Boston) to one leak every 200 miles (in Indianapolis). Demonstrating the effectiveness of techniques like using plastic piping instead of steel for pipeline construction. We hope utilities can use this data to prioritize the replacement of gas mains. And service lines (like New Jersey’s PSE&G announced last fall). We’re also partnering with Aclima to measure many more pollutants with. Street View cars in California communities through this year. Anyone can explore the maps at http://www.edf.org/methanemaps.

G)TO LEARN MORE ABOUT WHAT YOU CAN DO TO HELP. TAKE A MOMENT TO EXPLORE OUR. I)GOOGLE EARTH OUTREACH SITE, WHERE THESE TOOLS AND MORE ARE DESCRIBED IN DEPTH. Google Earth Engine Global.                    earthtopomaps

I)WE’RE ALSO PARTNERING WITH ACLIMA TO MEASURE MANY MORE POLLUTANTS WITH.Technology is crucial to increasing energy efficiency. D)We’re also working with organizations like Sierra Club and their Ready for 100 campaign to help analyze the solar potential of cities across the US. E)SINCE METHANE IS A VERY POTENT GREENHOUSE GAS (GHG). TO ONE LEAK EVERY 200 MILES (IN INDIANAPOLIS), DEMONSTRATING THE EFFECTIVENESS OF TECHNIQUES LIKE USING PLASTIC PIPING INSTEAD OF STEEL FOR PIPELINE CONSTRUCTION. G)WE’RE ALSO PARTNERING WITH ACLIMA TO MEASURE MANY MORE POLLUTANTS WITH. And environmentalists a way to measure and visualize changes of the world on both land and water.I)WE’RE ALSO PARTNERING WITH ACLIMA TO MEASURE MANY MORE POLLUTANTS WITH. X)AND ENVIRONMENTALISTS A WAY TO MEASURE AND VISUALIZE CHANGES OF THE WORLD ON BOTH LAND AND WATER. C)FOR EXAMPLE. D)WE’RE ALSO WORKING WITH ORGANIZATIONS LIKE SIERRA CLUB AND THEIR READY fOR 100 CAMPAIGN TO HELP ANALYZE THE SOLAR POTENTIAL OF CITIES ACROSS THE US. E)SINCE METHANE IS A VERY POTENT GREENHOUSE GAS (GHG). DEMONSTRATING THE EFFECTIVENESS OF TECHNIQUES LIKE USING PLASTIC PIPING INSTEAD OF STEEL FOR PIPELINE CONSTRUCTION. G)WE’RE ALSO PARTNERING WITH ACLIMA TO MEASURE MANY MORE POLLUTANTS WITH. AND ENVIRONMENTALISTS A WAY TO MEASURE AND VISUALIZE CHANGES OF THE WORLD ON BOTH LAND AND WATER. B)WE’RE ALSO PARTNERING WITH ACLIMA TO MEASURE MANY MORE POLLUTANTS WITH. C)WE’RE ALSO PARTNERING WITH ACLIMA TO MEASURE MANY MORE POLLUTANTS WITH. D)WE’RE ALSO PARTNERING WITH ACLIMA TO MEASURE MANY MORE POLLUTANTS WITH. E)WE’RE ALSO PARTNERING WITH ACLIMA TO MEASURE MANY MORE POLLUTANTS WITH. F)WE’RE ALSO PARTNERING WITH ACLIMA TO MEASURE MANY MORE POLLUTANTS WITH. G)We’re also working with organizations like Sierra Club and their Ready for 100 campaign to help analyze the solar potential of cities across the. A)For example, with the help of Global Forest Watch. B)For example, with the help of Global Forest Watch. C)For example, with the help of Global Forest Watch. D)For example, with the help of Global Forest Watch. E)For example, with the help of Global Forest Watch. F)For example, with the help of Global Forest Watch. G)For example, with the help of Global Forest Watch. H)For example, with the help of Global Forest Watch. I)For example, with the help of Global Forest Watch. J)For example, with the help of Global Forest Watch. K)For example, with the help of Global Forest Watch. L)For example, with the help of Global Forest Watch. M)For example, with the help of Global Forest Watch. O)For example, with the help of Global Forest Watch. P)For example, with the help of Global Forest Watch. Q)For example, with the help of Global Forest Watch. U)For example, with the help of Global Forest Watch. R)For example, with the help of Global Forest Watch. S)For example, with the help of Global Forest Watch. T)For example, with the help of Global Forest Watch. V)For example, with the help of Global Forest Watch. W)X)Y)Z)

Bring worlds changing forests

Bring worlds changing forests.

bring worlds changing forests

B)Bring worlds changing forests. Forests are the mighty lungs of our planet. They absorb carbon dioxide. And emit oxygen on which all people and animals on Earth rely. For the sake of our future. It is critical that all people. Including the next generation, understand our global forests in order to manage them sustainably. Today. Science in the Classroom. University of Maryland. And Google Earth Engine are presenting Global Forest Change Explorer to help engage young people in forest conservation. Bring worlds changing forests. Forests are the mighty lungs of our planet. They absorb carbon dioxide. And emit oxygen on which all people and animals on Earth rely. For the sake of our future.

C)Tracking patterns of change in a hotspot zone, Alaska. Bring worlds changing forests. Forests are the mighty lungs of our planet. They absorb carbon dioxide.

D)Bring worlds changing forests. Fly to different parts of the world and compare Data.

E)

F)A number of years ago, Dr. Matt Hansen and a team of researchers at the University of Maryland turned to. Google Earth Engine to map high-resolution global forest cover with Earth Engine’s cloud-based image processing and computing. The team mapped global forest loss and gain from 2000 to 2012 at 30-meter resolution for the entire globe. These findings are now an important part of the website. Global Forest Watch, which gives governments. And decision makers free access to the data and tools required to monitor and manage their forests.                                                                                                                                        bring worlds changing forests

Dr. Matt Hansen presenting at the World Economic Forum

G)Science in the Classroom (SitC). Thought this was great research to bring into the classroom and make available to anyone online. SitC packages annotated research papers with supplemental teaching materials to help pre-college. And college students understand the structure and workings of scientific research. SitC.

H)We live in a dynamic world where the pressures of population growth increasingly impact and threaten our forests. However, as technology, open data. And people continue to mobilize. Educators can easily flip their classrooms into science labs by combining SitC materials with Global Forest Change Explorer. With these tools. Students will leave sessions with richer understanding of environmental change, more curiosity. And a desire to actively participate in protecting our forests.                            earthtopomaps

  • Google Earth

     

  • Maps

     

  • Education

     

  • Environment. J)However, as technology, open data. K)understand our global forests in order to manage them sustainably.O)P)Q)U)R)S)T)V)W)A)B)C)D)E)F)G)H)I)K)M)Bring worlds changing forests. Forests are the mighty lungs of our planet. They absorb carbon dioxide. And emit oxygen on which all people and animals on Earth rely. For the sake of our future. It is critical that all people. Including the next generation, understand our global forests in order to manage them sustainably. Today. Science in the Classroom. University of Maryland. And Google Earth Engine are presenting Global Forest Change Explorer to help engage young people in forest conservation. Bring worlds changing forests. Forests are the mighty lungs of our planet. They absorb carbon dioxide. And emit oxygen on which all people and animals on Earth rely. For the sake of our future.

Timelapse Google Earth Engine

A)Timelapse Google Earth Engine. B)Timelapse Google Earth Engine. In 2013, we released Google Earth Timelapse, our most comprehensive picture of the Earth’s changing surface. This interactive experience enabled people to explore these changes like never before—to watch the sprouting of Dubai’s artificial Palm Islands, the retreat of Alaska’s Columbia Glacier and the impressive urban expansion of Las Vegas, Nevada. Today, we’re making our largest update to Timelapse yet, with four additional years of imagery, petabytes of new data, and a sharper view of the Earth from 1984 to 2016. We’ve even teamed up again with our friends at TIME to give you an updated take on compelling locations.

Timelapse Google Earth Engine

B)Timelapse Google Earth Engine. Meandering river in Nyingchi, Tibet, China.

C)Leveraging the same techniques we used to improve Google Maps and Google Earth back in June, the new Timelapse reveals a sharper view of our planet, with truer colors and fewer distracting artifacts. A great example of this is San Francisco and Oakland in California:

San Francisco – Oakland Bay Bridge reconstruction [view in Timelapse].
D)There’s much more to see, including glacial movement in Antarctica, urban growth, forest gain and loss, and infrastructure development:.

Nuflo de Chavez, Bolivia [view in Timelapse].

O’Hare Airport, Chicago, Illinois.

Shirase Glacier, Antarctica.

E)Using Google Earth Engine, we sifted through about three quadrillion pixels—that’s 3 followed by 15 zeroes— from more than 5,000,000 satellite images for this latest update, we had access to more images from the past, thanks to the Landsat Global Archive Consolidation Program and fresh images from two new satellites, Landsat 8 and Sentinel-2.

F)We took the best of all those pixels to create 33 images of the entire planet, one for each year  we then encoded these new 3.95 terapixel global images into just over 25,000,000 overlapping multi-resolution video tiles. Made interactively explorable by Carnegie Mellon CREATE Lab’s Time Machine library. A technology for creating and viewing zoomable and pannable timelapses over space and time.

G)To view the new Timelapse, head over to the Earth Engine website. You can also view the new annual mosaics in Google Earth’s historical imagery feature on desktop, or spend a mesmerizing 40 minutes watching this YouTube playlist. Happy exploring! Landsat imagery courtesy of NASA Goddard Space Flight Center and U.S. geological Survey images also contain modified Copernicus Sentinel data 2015- 2016.                                                                                                         earthtopomaps  

H)Timelapse Google Earth Engine. B)GOOGLE EARTH ENGINE, WE SIFTED THROUGH ABOUT THREE QUADRILLION PIXELS—THAT’S 3 FOLLOWED BY 15 ZEROES—FROM MORE THAN 5,000,000 SATELLITE IMAGES. J)Timelapse Google Earth Engine. B)GOOGLE EARTH ENGINE, WE SIFTED THROUGH ABOUT THREE QUADRILLION PIXELS—THAT’S 3 FOLLOWED BY 15 ZEROES—FROM MORE THAN 5,000,000 SATELLITE IMAGES. K)Timelapse Google Earth Engine. B)GOOGLE EARTH ENGINE, WE SIFTED THROUGH ABOUT THREE QUADRILLION PIXELS—THAT’S 3 FOLLOWED BY 15 ZEROES—FROM MORE THAN 5,000,000 SATELLITE IMAGES. L)Timelapse Google Earth Engine. B)GOOGLE EARTH ENGINE, WE SIFTED THROUGH ABOUT THREE QUADRILLION PIXELS—THAT’S 3 FOLLOWED BY 15 ZEROES—FROM MORE THAN 5,000,000 SATELLITE IMAGES. M)Timelapse Google Earth Engine. B)GOOGLE EARTH ENGINE, WE SIFTED THROUGH ABOUT THREE QUADRILLION PIXELS—THAT’S 3 FOLLOWED BY 15 ZEROES—FROM MORE THAN 5,000,000 SATELLITE IMAGES. O)Timelapse Google Earth Engine. B)GOOGLE EARTH ENGINE, WE SIFTED THROUGH ABOUT THREE QUADRILLION PIXELS—THAT’S 3 FOLLOWED BY 15 ZEROES—FROM MORE THAN 5,000,000 SATELLITE IMAGES. P)Timelapse Google Earth Engine. B)GOOGLE EARTH ENGINE, WE SIFTED THROUGH ABOUT THREE QUADRILLION PIXELS—THAT’S 3 FOLLOWED BY 15 ZEROES—FROM MORE THAN 5,000,000 SATELLITE IMAGES. Q)Timelapse Google Earth Engine. B)GOOGLE EARTH ENGINE, WE SIFTED THROUGH ABOUT THREE QUADRILLION PIXELS—THAT’S 3 FOLLOWED BY 15 ZEROES—FROM MORE THAN 5,000,000 SATELLITE IMAGES. R)Timelapse Google Earth Engine. B)GOOGLE EARTH ENGINE, WE SIFTED THROUGH ABOUT THREE QUADRILLION PIXELS—THAT’S 3 FOLLOWED BY 15 ZEROES—FROM MORE THAN 5,000,000 SATELLITE IMAGES. S)

                                                                                                                 F)B)USING GOOGLE EARTH ENGINE, WE SIFTED THROUGH ABOUT THREE QUADRILLION PIXELS—THAT’S 3 FOLLOWED BY 15 ZEROES—FROM MORE THAN 5,000,000 SATELLITE IMAGES. C)USING GOOGLE EARTH ENGINE, WE SIFTED THROUGH ABOUT THREE QUADRILLION PIXELS—THAT’S 3 FOLLOWED BY 15 ZEROES—FROM MORE THAN 5,000,000 SATELLITE IMAGES. B)IMAGES ALSO CONTAIN MODIFIED COPERNICUS SENTINEL DATA 2015- 2016. C)IMAGES ALSO CONTAIN MODIFIED COPERNICUS SENTINEL DATA 2015- 2016. D)IMAGES ALSO CONTAIN MODIFIED COPERNICUS SENTINEL DATA 2015- 2016. E)IMAGES ALSO CONTAIN MODIFIED COPERNICUS SENTINEL DATA 2015- 2016. B)IMAGES ALSO CONTAIN MODIFIED. Y)USING GOOGLE EARTH ENGINE, WE SIFTED THROUGH ABOUT THREE QUADRILLION PIXELS—THAT’S 3 FOLLOWED BY 15 ZEROES—FROM MORE THAN 5,000,000 SATELLITE IMAGES. B)USING GOOGLE EARTH ENGINE, WE SIFTED THROUGH ABOUT THREE QUADRILLION PIXELS—THAT’S 3 FOLLOWED BY 15 ZEROES—FROM MORE THAN 5,000,000 SATELLITE IMAGES. K)USING GOOGLE EARTH ENGINE, WE SIFTED THROUGH ABOUT THREE QUADRILLION PIXELS—THAT’S 3 FOLLOWED BY 15 ZEROES—FROM MORE THAN 5,000,000 SATELLITE IMAGES. B)IMAGES ALSO CONTAIN MODIFIED COPERNICUS SENTINEL DATA 2015- 2016. C)IMAGES ALSO CONTAIN MODIFIED COPERNICUS SENTINEL DATA 2015- 2016. D)IMAGES ALSO CONTAIN MODIFIED COPERNICUS SENTINEL DATA 2015- 2016. E)IMAGES ALSO CONTAIN MODIFIED COPERNICUS SENTINEL DATA 2015- 2016. B)IMAGES ALSO CONTAIN MODIFIED. L)USING GOOGLE EARTH ENGINE, WE SIFTED THROUGH ABOUT THREE QUADRILLION PIXELS—THAT’S 3 FOLLOWED BY 15 ZEROES—FROM MORE THAN 5,000,000 SATELLITE IMAGES. B)USING GOOGLE EARTH ENGINE, WE SIFTED THROUGH ABOUT THREE QUADRILLION PIXELS—THAT’S 3 FOLLOWED BY 15 ZEROES—FROM MORE THAN 5,000,000 SATELLITE IMAGES. C)USING GOOGLE EARTH ENGINE, WE SIFTED THROUGH ABOUT THREE QUADRILLION PIXELS—THAT’S 3 FOLLOWED BY 15 ZEROES—FROM MORE THAN 5,000,000 SATELLITE IMAGES. B)IMAGES ALSO CONTAIN MODIFIED COPERNICUS SENTINEL DATA 2015- 2016. C)IMAGES ALSO CONTAIN MODIFIED COPERNICUS SENTINEL DATA 2015- 2016. D)IMAGES ALSO CONTAIN MODIFIED COPERNICUS SENTINEL DATA 2015- 2016. E)IMAGES ALSO CONTAIN MODIFIED COPERNICUS SENTINEL DATA 2015- 2016. B)IMAGES ALSO CONTAIN MODIFIED COPERNICUS SENTINEL DATA 2015- 2016. C)WE THEN ENCODED THESE NEW 3.95 TERAPIXEL GLOBAL IMAGES INTO JUST OVER 25,000,000. D)WE THEN ENCODED THESE NEW 3.95 TERAPIXEL GLOBAL IMAGES INTO JUST OVER 25,000,000. E)WE THEN ENCODED THESE NEW 3.95 TERAPIXEL GLOBAL IMAGES INTO JUST OVER 25,000,000. FROM MORE THAN 5,000,000 SATELLITE IMAGES. FROM MORE THAN 5,000,000 SATELLITE IMAGES. C)USING FROM MORE THAN 5,000,000 SATELLITE IMAGES. B)IMAGES ALSO CONTAIN MODIFIED COPERNICUS SENTINEL DATA 2015- 2016. C)IMAGES ALSO CONTAIN MODIFIED COPERNICUS SENTINEL DATA 2015- 2016. D)IMAGES ALSO CONTAIN MODIFIED COPERNICUS SENTINEL DATA 2015- 2016. E)IMAGES ALSO CONTAIN MODIFIED COPERNICUS SENTINEL DATA 2015- 2016. B)IMAGES ALSO CONTAIN MODIFIED COPERNICUS SENTINEL DATA 2015- 2016. C)WE THEN ENCODED THESE NEW 3.95 TERAPIXEL GLOBAL IMAGES INTO JUST OVER 25,000,000. D)WE THEN ENCODED THESE NEW 3.95 TERAPIXEL GLOBAL IMAGES INTO JUST OVER 25,000,000. E)WE THEN ENCODED THESE NEW 3.95 TERAPIXEL GLOBAL IMAGES INTO JUST OVER 25,000,000. A)B)C)D)E)F)G)H)I)J)K)L)M)