Back

Limited role of climate change in out-of-season Joshua tree flowering

Yoder, J. B.; Carlson, C. J.; Callahan, C. W.

2026-05-26 ecology
10.64898/2026.05.22.727294 bioRxiv
Show abstract

Last winter, community scientists recorded anomalous winter flowering by Joshua trees (Yucca brevifolia and Y. jaegeriana), and some speculated the bloom was caused by climate change. We trained machine learning models that reliably identify weather triggers for seasonal Joshua tree flowering, then applied frontier methods from climate science to simulate flowering in a counterfactual world without human-caused climate change. Surprisingly, we found winter blooms in 2018-9 and 2025-6 were driven by high winter rainfall, not rising temperatures--and therefore, are probably the result of natural weather variability, not climate change.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

1
New Phytologist
346 papers in training set
Top 0.4%
16.5%
2
Nature Communications
5641 papers in training set
Top 17%
10.3%
3
PLOS Biology
486 papers in training set
Top 0.1%
9.4%
4
eLife
5828 papers in training set
Top 14%
7.6%
5
Proceedings of the National Academy of Sciences
2444 papers in training set
Top 7%
6.5%
50% of probability mass above
6
Journal of Ecology
49 papers in training set
Top 0.2%
4.2%
7
PLANTS, PEOPLE, PLANET
27 papers in training set
Top 0.1%
3.9%
8
Science Advances
1243 papers in training set
Top 12%
3.1%
9
Current Biology
665 papers in training set
Top 4%
3.1%
10
Scientific Reports
3612 papers in training set
Top 41%
2.6%
11
Science
477 papers in training set
Top 4%
2.3%
12
PLOS ONE
5266 papers in training set
Top 44%
2.3%
13
Nature Plants
94 papers in training set
Top 1%
1.7%
14
Proceedings of the Royal Society B: Biological Sciences
393 papers in training set
Top 4%
1.7%
15
PeerJ
308 papers in training set
Top 6%
1.6%
16
Annals of Botany
50 papers in training set
Top 0.6%
1.6%
17
Ecology and Evolution
267 papers in training set
Top 4%
1.5%
18
Nature
645 papers in training set
Top 7%
1.5%
19
Ecology Letters
135 papers in training set
Top 1%
1.4%
20
Global Change Biology
78 papers in training set
Top 2%
1.1%
21
Nature Ecology & Evolution
18 papers in training set
Top 0.3%
1.1%
22
Communications Biology
993 papers in training set
Top 26%
1.0%
23
Plant Biology
15 papers in training set
Top 0.6%
0.8%
24
Journal of Systematics and Evolution
11 papers in training set
Top 0.2%
0.8%
25
Oikos
84 papers in training set
Top 2%
0.6%
26
Plant, Cell & Environment
78 papers in training set
Top 2%
0.6%
27
The American Naturalist
125 papers in training set
Top 2%
0.6%