Satellite-based soybean yield prediction in Argentina: A comparison between panel regression and deep learning methods
In: Computers and electronics in agriculture: COMPAG online ; an international journal, Band 221, S. 108978
ISSN: 1872-7107
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In: Computers and electronics in agriculture: COMPAG online ; an international journal, Band 221, S. 108978
ISSN: 1872-7107
In: Environmental science and pollution research: ESPR, Band 28, Heft 28, S. 37482-37497
ISSN: 1614-7499
In: HELIYON-D-22-05144
SSRN
In: Ecotoxicology and environmental safety: EES ; official journal of the International Society of Ecotoxicology and Environmental safety, Band 247, S. 114204
ISSN: 1090-2414
In: Materials and design, Band 192, S. 108674
ISSN: 1873-4197
In: Ecotoxicology and environmental safety: EES ; official journal of the International Society of Ecotoxicology and Environmental safety, Band 238, S. 113574
ISSN: 1090-2414
In: Environment and behavior: eb ; publ. in coop. with the Environmental Design Research Association, Band 54, Heft 2, S. 538-571
ISSN: 1552-390X
Residents in US cities are exposed to high levels of stress and violent crime. At the same time, a number of cities have put forward "greening" efforts which may promote nature's calming effects and reduce stressful stimuli. Previous research has shown that greening may lower aggressive behaviors and violent crime. In this study we examined, for the first time, the longitudinal effects over a 30-year period of average city greenness on homicide rates across 290 major cities in the US, using multilevel linear growth curve modeling. Overall, homicide rates in US cities decreased over this time-period (52.1–33.5 per 100,000 population) while the average greenness increased slightly (0.41–0.43 NDVI). Change in average city greenness was negatively associated with homicide, controlling for a range of variables (β = −.30, p-value = .02). The results of this study suggest that efforts to increase urban greenness may have small but significant violence-reduction benefits.