Algorithms predict morbidity and mortality of Saguaro Cacti (Carnegiea gigantea) from sunlight exposures

Lance S. Evans1
1New York Botanical Garden, the Bronx, New York, 10458 U.S.A.

Tài liệu tham khảo

Anderson, 2001 Bishop, 2007 Blurock, 1995, Automatic learning of chemical concepts. Research octane number and molecular substructures, Comput. Chem., 19, 91, 10.1016/0097-8485(95)00001-9 Chai, 2014, Root mean square error (RMSE) or mean absolute error (MAE)? – Arguments against avoiding RMSE in the literature, Geoscientific Model Development, 7, 1247, 10.5194/gmd-7-1247-2014 Danzer, 2014, Relationship between epidermal browning, girdling, damage, bird cavities in a Military Restricted Database of 12,000+ plants of the keystone Carnegiea gigantea in the northern Sonoran Desert, Madrono, 61, 115, 10.3120/0024-9637-61.1.115 De Bonis, 2017, Rates of bark formation on surfaces of saguaro cacti (Carnegiea gigantea), J. Torrey Bot. Soc., 144, 1 Drezner, 2014, The keystone saguaro (Carnegiea gigantea, Cactaceae): a review of its ecology, associations, reproduction, limits, and demographics, Plant Ecol, 215, 581, 10.1007/s11258-014-0326-y Duda, 2000 Duriscoe, 1992, Epidermal browning and population dynamics of giant saguaros in long-term monitoring plots, 237 Evans, 2020, Bark coverages on five species of long-lived columnar cactus species of central Mexico, Flora, 272, 10.1016/j.flora.2020.151701 Evans, 2011, Stem surface injuries of 20 species of succulent Euphorbia (Euphorbiacae) from South Africa, Environ. Exp. Bot., 74, 205, 10.1016/j.envexpbot.2011.06.002 Evans, 2015, Sunlight-induced bark formation in long-lived South American columnar cacti, Flora, 217, 33, 10.1016/j.flora.2015.09.012 Evans, 2015, Predicting morbidity and mortality of saguaro cacti (Carnegiea gigantea), J. Torrey Bot. Soc., 142, 231, 10.3159/TORREY-D-14-00084.1 Evans, 2020, Anatomical characteristics of sunlight-induced bark (periderm) coverages on columnar cacti of Central Mexico, J. Plant Studies, 9, 10.5539/jps.v9n2p20 Evans, 1994, Surficial injuries of several long-lived columnar cacti of the Sonoran Desert, Mexico. Envir. Exp. Bot., 34, 19, 10.1016/0098-8472(94)90004-3 Evans, 2018, Machine Learning programs predict saguaro cactus death, Computer Science & Systems Biology, 11, 319 Evans, 2008, Stem surface injuries of several species of columnar cacti of Ecuador, J. Torrey Bot. Soc., 142, 231, 10.3159/TORREY-D-14-00084.1 Evans, 2014, Sunlight-induced bark coverage on current-year stems of Euphorbia plants from South Africa, S. Afr. J. Bot., 91, 1, 10.1016/j.sajb.2013.10.011 Evans, 1992, Epidermal browning of saguaro cacti (Carnegiea gigantea), J. Torrey Bot. Soc., 142, 231, 10.3159/TORREY-D-14-00084.1 Evans, 1994, Phenological changes associated with epidermal browning of saguaro cacti at Saguaro National Monument, Environ. Exp. Bot., 34, 9, 10.1016/0098-8472(94)90003-5 Evans, 1994, Epidermal browning of saguaro cacti (Carnegiea gigantea). Physiological effects, rates of browning and relation to sun/shade conditions, Environ. Exp. Bot., 34, 107, 10.1016/0098-8472(94)90030-2 Evans, 1994, Surficial injuries to several cacti of South America, Environ. Exp. Bot., 35, 105 Evans, 1995, Epidermal browning of saguaro cacti (Carnegiea gigantea): Relative health and rates of surficial injuries of a population, Environ. Exp. Bot., 35, 557, 10.1016/0098-8472(95)00020-8 Evans, 2001, Initial effects of UV-B radiation on stem surfaces of Stenocereus thurberi (organ pipe cacti), Environ. Exp. Bot., 46, 181, 10.1016/S0098-8472(01)00094-6 Evans, 2005, Changes in the scale and bark stem surface injuries and mortality rates of a saguaro (Carnegiea gigantea) cacti population in Tucson Mountain Park, Can. J. Bot., 83, 311, 10.1139/b05-005 Evans, 2013, Predicting morbidity and mortality for a saguaro cactus (Carnegiea gigantea) population, J. Torrey Bot. Soc., 140, 247, 10.3159/TORREY-D-12-00079.1 Evans, 2020, Machine learning algorithms predict bark coverages on saguaro Cacti (Carnegiea gigantea), Flora, 263, 10.1016/j.flora.2019.151527 Gareth, 2013 Geller, 1984, Cactus ribs: influence of PAR inception and CO2 uptake, Photosynthetica, 18, 482 Gibson, 1986 Ginocchio, 2000, Abnormal bark formation in Echinopsis chilensis, a long-lived tall columnar cacti of central Chile, Gayana Bot, 57, 141 Hall, 2009, The WEKA Data Mining Software: An Update, SIGKEE Explorations, 11 Hitchcock, 1971 Hastings, 1980 Hyafil, 1976, Constructing optimal binary decision trees in NP-complete, Inform. Process. Lett., 5, 15, 10.1016/0020-0190(76)90095-8 O'Brien, 2011, 123 Salzberg, 1995, Decision trees for automated identification of cosmic-ray hits in Hubble Space Telescope images, Publ. Astron. Soc. Pac., 107, 279, 10.1086/133551 Samuel, 1959, Some studies in machine learning using the game of checkers, IBM J. Res. Dev., 3, 210, 10.1147/rd.33.0210 Steenbergh, 1977, Ecology of the Saguaro. II Reproduction, Germination, Establishment, Growth and Survival of the Young Plant, National Park Service Monograph Series Eight Turner, 2003 Winters, 2006 Witten, 1999, Weka: Practical Machine Learning Tools and Techniques with Java Implementations, 192 Yang, 1956, Correlation of major vegetation climaxes with soil characteristics of the Sonoran Desert, Science, 123, 542, 10.1126/science.123.3196.542.a