Citation Analysis – Feature Importance of Climate Vulnerability Indicators with Gradient Boosting across Five Global Cities

Feature Importance of Climate Vulnerability Indicators with Gradient Boosting across Five Global Cities
Lidia Cano Pecharroman, Melissa O. Tier, Elke U. Weber
https://arxiv.org/abs/2411.10628

Citation mentions

Cited references

Sections

7,005

Words (approx)

References by Citation Intensity

Ordered by composite index (descending). Higher values indicate more intensive citation.

#	Reference	Year	Mentions	Breadth	Sec. Wtd	Share	Composite	Main %
1	Wilson, Bradley and Tate, Eric and Emrich, Christo...		4	2	6.0	0.078	0.811	100%
2	Ajibade, Idowu and Sullivan, Meghan and Lower, Chr...		3	2	5.0	0.059	0.737	100%
3	Chen, Tianqi and Guestrin, Carlos	2016	2	2	3.0	0.039	0.644	100%
4	NASEM		3	1	3.0	0.059	0.585	100%
5	Siders, A R and Gerber-Chavez, L		3	1	6.0	0.059	0.585	100%
6	Foster, Sheila R and Baptista, Ana and Nguyen, Kha...		2	1	2.0	0.039	0.511	100%
7	Greer, Alex and Brokopp Binder, Sherri and Zavar, ...		2	1	4.0	0.039	0.511	100%
8	Mach, Katharine J and Kraan, Caroline M and Hino, ...		2	1	4.0	0.039	0.511	100%
9	Weber, A and Moore, R (self)		2	1	4.0	0.039	0.511	100%
10	Roberts, Patrick S and Wernstedt, Kris		1	1	1.0	0.020	0.406	100%
11	Gifford, Robert		1	1	1.0	0.020	0.406	100%
12	Mayhew, David R		1	1	1.0	0.020	0.406	100%
13	Wiering, M and Liefferink, D and Crabbé, A		1	1	1.0	0.020	0.406	100%
14	Morris, Aya and Baird-Zars, Bernadette and Sanders...		1	1	1.0	0.020	0.406	100%
15	Pollack, Adam B and Helgeson, Casey and Kousky, Ca...		1	1	1.0	0.020	0.406	100%
16	Drakes, Oronde and Tate, Eric		1	1	1.0	0.020	0.406	100%
17	Rufat, Samuel and Tate, Eric and Emrich, Christoph...		1	1	1.0	0.020	0.406	100%
18	Siders, A R		1	1	1.0	0.020	0.406	100%
19	Lewis, P G T and Chiu, Weihsueh A and Nasser, Ellu...		1	1	1.0	0.020	0.406	100%
20	Small, Mario Luis and Calarco, Jessica Mccrory		1	1	1.0	0.020	0.406	100%
21	Groves, Robert M and Fowler, Floyd J and Couper, M...		1	1	1.0	0.020	0.406	100%
22	Bolin, Bob and Kurtz, Liza C		1	1	1.0	0.020	0.406	100%
23	Sultana, Farhana		1	1	1.0	0.020	0.406	100%
24	Jerome H. Friedman	2001	1	1	2.0	0.020	0.406	100%
25	Papathoma-Köhle, M and Cristofari, G and Wenk, M a...		1	1	2.0	0.020	0.406	100%
26	de Ruiter, Marleen C and van Loon, Anne F		1	1	2.0	0.020	0.406	100%
27	Haasnoot, Marjolijn and Lawrence, Judy and Magnan,...		1	1	2.0	0.020	0.406	100%
28	Mach, Katharine J and Siders, A R		1	1	2.0	0.020	0.406	100%
29	Baja, Kristin		1	1	2.0	0.020	0.406	100%
30	Greer, Alex and Brokopp Binder, Sherri		1	1	2.0	0.020	0.406	100%
31	CRS		1	1	2.0	0.020	0.406	100%
32	Peterson, Kelsey and Apadula, Emily and Salvesen, ...		1	1	2.0	0.020	0.406	100%
33	McGhee, Devon J and Binder, Sherri Brokopp and Alb...		1	1	2.0	0.020	0.406	100%
34	Manda, Simon and Jerolleman, Alessandra and Marino...		1	1	2.0	0.020	0.406	100%
35	Loughran, Kevin and Elliott, James R and Kennedy, ...		1	1	2.0	0.020	0.406	100%
36	Curran-Groome, William and Haygood, Hallee and Hin...		1	1	2.0	0.020	0.406	100%
37	Marino, Elizabeth		1	1	2.0	0.020	0.406	100%

Reference

Year

Mentions

Breadth

Sec. Wtd

Composite

Main %

Wilson, Bradley and Tate, Eric and Emrich, Christo...

6.0

0.078

0.811

100%

Ajibade, Idowu and Sullivan, Meghan and Lower, Chr...

5.0

0.059

0.737

100%

Chen, Tianqi and Guestrin, Carlos

2016

3.0

0.039

0.644

100%

NASEM

3.0

0.059

0.585

100%

Siders, A R and Gerber-Chavez, L

6.0

0.059

0.585

100%

Foster, Sheila R and Baptista, Ana and Nguyen, Kha...

2.0

0.039

0.511

100%

Greer, Alex and Brokopp Binder, Sherri and Zavar, ...

4.0

0.039

0.511

100%

Mach, Katharine J and Kraan, Caroline M and Hino, ...

4.0

0.039

0.511

100%

Weber, A and Moore, R (self)

4.0

0.039

0.511

100%

Roberts, Patrick S and Wernstedt, Kris

1.0

0.020

0.406

100%

Gifford, Robert

1.0

0.020

0.406

100%

Mayhew, David R

1.0

0.020

0.406

100%

Wiering, M and Liefferink, D and Crabbé, A

1.0

0.020

0.406

100%

Morris, Aya and Baird-Zars, Bernadette and Sanders...

1.0

0.020

0.406

100%

Pollack, Adam B and Helgeson, Casey and Kousky, Ca...

1.0

0.020

0.406

100%

Drakes, Oronde and Tate, Eric

1.0

0.020

0.406

100%

Rufat, Samuel and Tate, Eric and Emrich, Christoph...

1.0

0.020

0.406

100%

Siders, A R

1.0

0.020

0.406

100%

Lewis, P G T and Chiu, Weihsueh A and Nasser, Ellu...

1.0

0.020

0.406

100%

Small, Mario Luis and Calarco, Jessica Mccrory

1.0

0.020

0.406

100%

Groves, Robert M and Fowler, Floyd J and Couper, M...

1.0

0.020

0.406

100%

Bolin, Bob and Kurtz, Liza C

1.0

0.020

0.406

100%

Sultana, Farhana

1.0

0.020

0.406

100%

Jerome H. Friedman

2001

2.0

0.020

0.406

100%

Papathoma-Köhle, M and Cristofari, G and Wenk, M a...

2.0

0.020

0.406

100%

de Ruiter, Marleen C and van Loon, Anne F

2.0

0.020

0.406

100%

Haasnoot, Marjolijn and Lawrence, Judy and Magnan,...

2.0

0.020

0.406

100%

Mach, Katharine J and Siders, A R

2.0

0.020

0.406

100%

Baja, Kristin

2.0

0.020

0.406

100%

Greer, Alex and Brokopp Binder, Sherri

2.0

0.020

0.406

100%

CRS

2.0

0.020

0.406

100%

Peterson, Kelsey and Apadula, Emily and Salvesen, ...

2.0

0.020

0.406

100%

McGhee, Devon J and Binder, Sherri Brokopp and Alb...

2.0

0.020

0.406

100%

Manda, Simon and Jerolleman, Alessandra and Marino...

2.0

0.020

0.406

100%

Loughran, Kevin and Elliott, James R and Kennedy, ...

2.0

0.020

0.406

100%

Curran-Groome, William and Haygood, Hallee and Hin...

2.0

0.020

0.406

100%

Marino, Elizabeth

2.0

0.020

0.406

100%

Measures: Mentions = total in-text citations; Breadth = distinct sections; Sec. Wtd = section-weighted count (body ×2, lit review/appendix ×0.5); Share = mentions / total citations in paper; Composite = geometric mean of normalised count, breadth, and main-text ratio; Main % = fraction of mentions in main text (excl. appendix). (self) = self-citation.