In places across
the U.S., tree cover is shrinking – forests are burned by wildfires on the West
Coast and drowned by rising sea levels along the East. From the ground, it’s
hard to assess the scale of the losses and the effects disappearing trees have
on atmospheric carbon dioxide levels and climate change.
NASA research scientist Jon Ranson is
working to improve new technologies for studying trees from above, so future
Earth-observing missions can more accurately assess forest health.
“Trees do a huge service for the planet,
in terms of sequestering carbon dioxide, taking it out of the atmosphere and
putting it into wood,” Ranson said, “but trees are very sensitive to our
changing climate. We’re trying to see the changes going on in forest
ecosystems. If you detect things early enough, you might be able to do
something about it.”
When measured from aircraft and
satellites, the wavelengths of light reflected by plants tell scientists about
the amount of photosynthesis occurring, and therefore how much atmospheric
carbon dioxide trees take up and store. The current standard for studying
vegetation is called NDVI, or Normalized Differential Vegetation Index, which
is the average of two broad portions of the infrared spectrum. NASA’s NDVI
record goes back 40 years, providing a low-resolution but accurate picture of
forest health.
While NDVI is good at assessing vegetation quantity and vigor broadly, Ranson said, breaking down infrared and visible light into many more wavelengths, a technology called hyperspectral imaging, can provide insight on plants’ water content, chlorophyll and even changes in health
In the Mountain Lake region near Blacksburg, VA, a National Ecological Observatory Network tower contains CO2 sensors that can help validate measurements taken by aircraft or satellites. Credits: Courtesy Jon Ranson
“Vegetation has these broad
spectral properties,” said Ian Adams, Earth Sciences Division Technologist at
NASA’s Goddard Space Flight Center. “With hyperspectral imaging, you get lots
of different measurements at smaller, closer together frequencies. There is a
lot more information we can pull out if we can get better spectral resolution.”
By dramatically increasing the
number of frequencies available for researchers to study, Ranson’s work serves
the priorities of the National Academies of Science’s most recent Earth Science
decadal survey, which determines the field’s long-term priorities. The survey
lists “surface topography and vegetation,” including forests, as a key area of
study in need of more advanced technology.
“Strategically for NASA, and
more broadly for the remote sensing community, hyperspectral is one of the
areas we see as the future,” Adams said.
To make use of hyperspectral
imaging by future orbital missions, data analysis techniques are first proven
closer to the ground.
Ranson’s team fitted a Skyfish
drone (UAV) from partner institution Virginia Tech with a visible and infrared
(VIS/IR) hyperspectral camera and lidar equipment. They flew the imaging
equipment over forests near Blacksburg, VA, in a region called Mountain Lake.
Comparing their UAV observations with actual CO2 levels recorded by sensors on
a nearby National Ecological Observatory Network tower, Ranson’s team was able
to refine calculations about how much carbon the forest removed from the
atmosphere.
These comparisons allowed them to
further refine techniques for interpreting the hyperspectral data. For
instance, Plants stressed by too much sunlight may release pigments to shield
their chloroplasts, a condition his sensors can detect. If plants get too much shade,
they may grow leaves with larger surface-areas, which can cause the sensor to
overestimate plant productivity. Ranson wants to add short-wave infrared
sensors to better distinguish reflections from leaves and other parts of
plants, eliminating another possible source of error.
The view from space: Seeing the
forest for the trees
Ranson’s goal is to study forests
on a global scale from space.
“We’re trying to get the complete
picture,” Ranson said. “So that when we go to space, we know how to find the answer
to the question, ‘Are our forests healthy? And if not, why not?’”
Scientists and engineers at Goddard
have been developing a mission concept called Concurrent Artificially
intelligent Spectrometry and Adaptive Lidar System, or CASALS. If selected, CASALS
would send a satellite with lidar and hyperspectral cameras into space. A
constellation of such satellites could take the frequent measurements necessary
to assess changes in forest productivity over time, using models perfected by
Ranson’s UAV flights.
“Forests take
up as much carbon as the ocean does, yet forests cover only 9 percent of
Earth’s surface,” said Ranson. “So, if something goes wrong with our forests,
it’s a dramatic issue. We’ve got this great, great resource in forests, and we
need to care for them so they’ll care for us.”
By Christian S. Elliott
NASA’s Goddard Space Flight Center
in Greenbelt, Md.
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