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Joel Ferguson

@joelferguson.bsky.social

Assistant Professor @ Nelson Institute for Environmental Studies, UW Madison Remote Sensing + Machine Learning for Ag/Dev econ questions joelferg.github.io

549 Followers  |  202 Following  |  24 Posts  |  Joined: 14.10.2023  |  1.7184

Latest posts by joelferguson.bsky.social on Bluesky

Midwest International Economic Development Conference

Call for Papers: 23rd Midwest International Economic Development Conference. April 24-25, 2026. University of Wisconsin-Madison. Details: mwiedc.org Submit: editorialexpress.com/conference/m... #EconSky

16.10.2025 14:38 β€” πŸ‘ 9    πŸ” 5    πŸ’¬ 0    πŸ“Œ 0

I really like that we combined remote sensing and primary data collection in an interesting way in this project: RS showed us an issue and where it occurs, and we surveyed those affected about the causes. I’m hoping to do more at that intersection going forward

04.09.2025 17:47 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Next, we survey owners of land that hasn’t been cultivated in recent years to better understand what drives disuse. We find that, despite all of these lands being serviced by an irrigation project, farmers point to difficulty accessing water as one of the main drivers of disuse!

04.09.2025 17:47 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
An image showing NDVI values in the Senegal River Valley with irrigation projects delimited.

An image showing NDVI values in the Senegal River Valley with irrigation projects delimited.

First, we use over 3000 Landsat images of the SRV from 1985-2019 to classify land as cultivated or not at the 30m pixel level. This lets us answer questions like β€œHow much does project completion increase cultivation rate?” and β€œWhat share of projects cultivate less than 1/3 of their area?”

04.09.2025 17:47 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

We explore how large-scale irrigation infrastructure, which has expanded in the Senegal River Valley (SRV) to service over 100k ha, has altered the amount of land cultivated and patterns around cultivation and disuse. We combine administrative data on irrigation projects with two data sources.

04.09.2025 17:47 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Redirecting

β€œIrrigation infrastructure and satellite-measured land cultivation impacts: Evidence from the Senegal river valley” is now live at the JDE!

I’m really proud of the work that my coauthors - Abdou, Alain, @marcogn.bsky.social, Samba, Betty, and Mame Mor - and I put into this.

doi.org/10.1016/j.jd...

04.09.2025 17:47 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0
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Climate change cuts global crop yields, even when farmers adapt - Climate Impact Lab A new study finds the global food system faces growing risks from climate change, even as farmers seek to adapt.

New Nature paper (open access!) from the Climate Impact Lab, led by Andy Hultgren (UIUC).

18.06.2025 16:16 β€” πŸ‘ 28    πŸ” 14    πŸ’¬ 2    πŸ“Œ 2
summer school β€” Maximilian Auffhammer

We are back! EEE Summer School @ Berkeley!
πŸ”— Info + application: www.auffhammer.com/summer-school
πŸ“… Deadline: May 14 | Program: Aug 18–22 at Berkeley

We especially encourage early stage Ph.D. students with possible interest in EEE topics! Must be enrolled in North American Econ"ish" Ph.D. program.

28.04.2025 16:46 β€” πŸ‘ 14    πŸ” 6    πŸ’¬ 0    πŸ“Œ 2
A picture of me in front of Science Hall at the University of Wisconsin

A picture of me in front of Science Hall at the University of Wisconsin

I’m super excited to share that this fall I’ll join the faculty of University of Wisconsin in the Nelson Institute for Environmental Studies!

Special thanks to @marcogn.bsky.social @tedmiguel.bsky.social and Sol Hsiang for all their support throughout my PhD/postdoc and the job search

24.03.2025 13:19 β€” πŸ‘ 14    πŸ” 1    πŸ’¬ 2    πŸ“Œ 1
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Assistant/Associate/Full Professor: Computational Earth System Science The College of Earth, Ocean and Atmospheric Sciences invites applications for multiple part-time (.75 FTE), 12-month, tenure-track/tenured Assistant, Associate or Full Professor positions (depending o...

🚨Job Alert

Earth System Modelers wanted at Oregon State University

Hiring multiple tenure-track/tenured faculty in Computational Earth System Science, at Assistant, Associate and/or Full Professor ranks. Deadline 15th April jobs.oregonstate.edu/postings/165...

14.03.2025 20:09 β€” πŸ‘ 28    πŸ” 22    πŸ’¬ 0    πŸ“Œ 1
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The last time I visited my grandparents my grandpa came in and wrote something on the calendar. Turns out he’s been measuring precipitation there since 1991! Here are his measurements against PRISM

16.02.2025 04:14 β€” πŸ‘ 14    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
TWEEDS | The workshop in environmental economics and data science

Applications open for the The Workshop in Environmental Economics and Data Science! This is a fantastic and fun small workshop and this year featuring the great Jen Burney as keynote. Applications due Jan 15th tweeds.io

16.12.2024 19:38 β€” πŸ‘ 17    πŸ” 11    πŸ’¬ 0    πŸ“Œ 3

What can policymakers do to help reduce the horribly costly impacts of climate change on conflict? We draw on our recent NBER WP to highlight 3 areas: strengthening the social safety net, reducing the sensitivity of income to weather shocks, and political inclusion.

13.12.2024 14:12 β€” πŸ‘ 8    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0

Created this starter pack of scholars who have worked on economic causes and consequences of conflict. The list is inevitably non-exhaustive, so please let me know if you would like to be added to it (or know of someone who should be on the list).
go.bsky.app/PTSxCQf

21.11.2024 19:43 β€” πŸ‘ 2    πŸ” 2    πŸ’¬ 1    πŸ“Œ 1
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Weather deviations linked to undocumented migration and return between Mexico and the United States | PNAS As the world’s climate continues to change, human populations are exposed to increasingly severe and extreme weather conditions that can promote mi...

Important PNAS article on the impact of climate change on migration by Garip et al.
Undocumented migration MX->US increases when communities experience droughts. www.pnas.org/doi/10.1073/...

13.11.2024 17:28 β€” πŸ‘ 54    πŸ” 23    πŸ’¬ 1    πŸ“Œ 0
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The Critical Role of Markets in Climate Change Adaptation Founded in 1920, the NBER is a private, non-profit, non-partisan organization dedicated to conducting economic research and to disseminating research findings among academics, public policy makers, an...

www.nber.org/papers/w24645
Light on math (I don’t think there’s any), heavy on economic intuition, covers a lot of ground

22.10.2024 05:34 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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I’ve been saying Acemoglu, Johnson, Robinson for so long my friend assumed they were my pick for this year

14.10.2024 14:29 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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πŸ“£ AERE@OSWEET returns *this Friday* 10/11 at 2pm Eastern (11am Pacific) with 3 terrific talks on agriculture!

Presenters:
✨ Joel Ferguson (Stanford, @joelferguson.bsky.social )
✨ Na Zhang (UIUC)
✨ Micah Cameron Harp (Kansas State)

Register & learn more: cornell.zoom.us/meeting/regi...

πŸ“ˆπŸ“‰ #EconSky

08.10.2024 13:02 β€” πŸ‘ 1    πŸ” 2    πŸ’¬ 0    πŸ“Œ 1

What makes for a β€œgood” question from the audience in a research talk? Or (probably easier to answer) what makes for a β€œbad” question?

23.09.2024 23:27 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Say T=3 and D in {0,lo,hi}. My idea is in new DiD stuff with D in {0,1} everything is estimated based on cohorts - eg Di=(0,1,1), Dj=(0,0,1) - then averaging somehow

In this setting there’s a natural analogue of trajectories, eg Di=(0,lo,lo), Dj=(0,lo,hi). Seems like a similar logic could apply

22.09.2024 17:46 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Thanks for pointing me to that paper, definitely interesting! I don’t think it captures what I was thinking though. I also thought about it more and I think you would need to restrict HTEs within cohorts to make what I said in my 2nd response true

22.09.2024 17:40 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Oops, just realized that’s just the link to the search, but I think it should be the first result there

22.09.2024 17:25 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Google Scholar

I’m not familiar with the Xu paper, are you referring to this one?

scholar.google.com/scholar?hl=e...

If so, I’ll take a look and get back to you

22.09.2024 17:23 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

There are potentially ways to leverage additional comparisons in this setting to get at effects of changes in treatment intensity. Eg two units treated with low intensity at the same time can be compared when one of them gets increased intensity later

Just some quick thoughts based on new DiD logic

22.09.2024 17:11 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Here’s how I think about complicated rollouts like this:

Instead of treatment cohorts like in the new DiD lit, there are treatment trajectories. Unique paths in time x intensity space are like cohorts

Since there are finite intensities, i think this is an easier problem than cont. treatments.

22.09.2024 17:08 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

I recently remembered the time when I was doing a lit review for @seankhiggins.bsky.social in my first RA job and I told him about a cool paper I’d read in β€œsome journal called β€˜Econometrica’”

The lab really got a kick out of that one

14.09.2024 15:53 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Cool/interesting to see so many recent follows on here! I’ll try to make it worthwhile and post more

26.08.2024 20:00 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Excited to see my JMP in the World Bank DIME Blog today!
tinyurl.com/3aa5w7bc

Many studies show short-run effects of agricultural shocks on violent conflict. My JMP asks: what about the long-run?

I find that desert locust swarm exposure persistently s conflict over the next 14 yrs. A 🧡

1/13

01.12.2023 17:40 β€” πŸ‘ 7    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0

Today I’m leading a methods workshop at Berkeley ARE on shift share designs and the slides are up on my website! I go over three different paths to identification and the implications of each

joelferg.github.io/blog/shift_s...

15.11.2023 18:58 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

@joelferguson is following 20 prominent accounts