Scientists Eliminate False Positives In Trend Analysis To Assert NO BROWNING – Only Greening – Since 1981

A new study robustly affirms Earth’s recent vegetation greening trend by eliminating overestimations (false positives). Although this more restrictive analytical approach reduces the observed percentage of the Earth’s land greening from 36% to 15%, it also means that, when using the mean analysis, no browning trend can be detected in the last 40 years.

It’s been known since the 19th century that (a) CO? concentrations of only 300 ppm are “sub-optimal for plants,” (b) anthropogenic CO? emissions “promote plant growth and crop yield,” and (c) even the act of humans breathing (~40,000 ppm with each exhalation) “strongly promotes [plant] growth” (Kuschera & Khanna, 2021)

scientists eliminate false positives in trend analysis to assert no browning only greening since 1981

Image Source: Kuschera & Khanna, 2021

Recent satellite studies have detected an increase in vegetation greenness – greening – around the globe. These studies attribute the increase in vegetation and leaf area index (LAI) primarily to rising anthropogenic CO? emissions/fertilization (70%) as well as to warming (8%) (Zhu et al., 2016).

Previous satellite observations suggested 52% of the Earth’s land surface has been greening and 12% browning (Winkler et al., 2019), which is about a 4-to-1 ratio.

Other greening analyses even suggest “about 74.2% of the land surface shows an increasing trend” in LAI since 1981 (Chen et al., 2019).

Cortés et al., 2021 assert these greening estimations are far too high, as they argue “the commonly used analysis method is detecting too many regions with trends.” They have reanalyzed the LAI using the mean or the median to aggregate yearly values so as to reduce or eliminate false positives. While Cortés and colleagues still detect significant greening around the world, the greening regions are “smaller and less abundant.”

The scientists specify that by “controlling the probability of detecting false positives, we make the detected trends more robust.” Consequently, they “have more confidence in these observed greening patterns.”

This refined analysis method indicates the Earth’s greening trend out-ratios Earth’s browning trend 15-to-1 using median values. And when using the mean, no browning trend can be detected anywhere on the globe since 1981.

“While the mean detects greening in ?16.6 million km²  (273,247 grid cells) of the land surface and no browning, the median detects greening in ?15.8 million km² (258,385 grid cells) and browning in 1.1 million km² (26,241 grid cells) of the land surface.”

scientists eliminate false positives in trend analysis to assert no browning only greening since 1981 1

Image Source: Cortés et al., 2021

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