Planet Releases Analysis-Ready PlanetScope Product for Time-Series Analysis and Machine Learning Models
2024年10月21日 - 9:58PM
ビジネスワイヤ(英語)
Planet Labs PBC (NYSE: PL), a leading provider of daily data and
insights about Earth, today released Analysis-Ready PlanetScope
(ARPS). ARPS harnesses a cutting-edge proprietary algorithm to
create harmonized and spatially consistent near-daily stacks of
images that enable time-series analysis and machine learning
applications.
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ARPS normalizes data from PlanetScope’s daily 3m imagery by
reducing inconsistencies between captures. It then harmonizes that
data with temporally and spatially consistent third-party sources
(like Landsat, Sentinel-2, MODIS, and VIIRS) to produce a
pre-processed stack of imagery. The result is a more precise
dataset that’s readily-available for manipulation, analysis, and
visualization in the Planet Insights Platform.
While PlanetScope data enables timely investigations and
real-time decision-making, ARPS is optimized for temporal analysis
that takes the past into account and ensures accurate measurements
for changes over a long period within an area of interest. Its
consistency and customization means users spend less time
formatting data and more time analyzing how it’s changing.
“Government entities and commercial customers alike often
utilize satellite data and machine learning algorithms to manage
large areas of land,” said Troy Toman, Planet’s Chief Product
Officer. “But current models are often built with data that is
inconsistent, misaligned with third-party sources, or require
extensive time to prepare. ARPS solves this challenge by
streamlining data for analysis and is the latest offering in a
suite of products that empower users to get the most from their AI
and ML models.”
ARPS is a critical tool for Planet users seeking ways to manage
large areas of land more efficiently. For civil government agencies
that monitor and enforce regulations of natural resources, ARPS
enables them to detect deviations such as unauthorized pesticide
use or deforestation and intervene expediently. For agricultural
operations, ARPS can provide accurate and timely information on
vegetation health, irrigation needs, and invasive species
detection. In forestry, companies leveraging ARPS can better
estimate biomass, conduct post-fire recovery assessments, and
monitor carbon stocks.
“Analysis-Ready PlanetScope has had a tremendous impact on our
product,” said Joaquin Peraza, CTO at Oryzativa. “We significantly
reduced our error-rate percentage on biomass growth modeling after
moving to ARPS from Landsat and Sentinel data, and we’re excited to
continue using ARPS to help improve the accuracy of our
models.”
In a rapidly changing, data-saturated world, tools that help
separate the signal from noise are more important now than ever.
With ARPS integrated into the Planet Insights Platform,
stakeholders have an accessible, near-daily way to analyze the
relevant changes that matter to them over time all in one
place.
Learn more about ARPS here, or explore open-source
Analysis-Ready PlanetScope data in Planet’s Sandbox Data
collections.
About Planet Labs PBC
Planet is a leading provider of global, daily satellite imagery
and geospatial solutions. Planet is driven by a mission to image
the world every day, and make change visible, accessible and
actionable. Founded in 2010 by three NASA scientists, Planet
designs, builds, and operates the largest Earth observation fleet
of imaging satellites. Planet provides mission-critical data,
advanced insights, and software solutions to over 1,000 customers,
comprising the world’s leading agriculture, forestry, intelligence,
education and finance companies and government agencies, enabling
users to simply and effectively derive unique value from satellite
imagery. Planet is a public benefit corporation listed on the New
York Stock Exchange as PL. To learn more visit www.planet.com and
follow us on Twitter.
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Planet Investor Relations ir@planet.com
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