Author: Sagar Parajuli Page 2 of 3

A fertile trip through the Central Valley to Sacramento

I have lived in the southern edge of California, but the Central Valley keeps coming on my head. It has remained as a place of wonder in my heart too.

Anything that is at the center has power, it pulls you towards it. Central Valley is California’s center. It is California’s womb. Womb is where creation takes place. It is where growth takes place. No wonder, Central Valley produces more than 2/3 of the fruits and nuts consumed in the entire US.

When you truly wish for something, the entire universe conspires to make it happen.

I got invited to Sacramento for an event at the California State Capitol. I took this opportunity to steer through the fertile lands of the Central Valley. But something got my plan changed. I blamed the weather. And I decided to fly to Sacramento, instead of driving. I now planned to drive back, through the Central Valley.

The stormy weather this season lasted almost a week in the first week of February 2024 due to multiple atmospheric rivers. The flight took off on time despite the bad weather. Clouds were beautiful on their own but that is not what I had wished to see. Sierra Nevada mountains were fully covered with snow too. That was still not what I had wished to see. I had wished to see the green agricultural fields of the Central Valley from above. I couldn’t see much. Only a part of the green fields was visible near Sacramento, as the plane descended for landing. Those too, were flooded due to the heavy rain.

I atteded a CCST event at the California State Capitol in the afternoon the same day. It was a pleasure presenting my current research in the Imperial Valley to the Assemblymembers Mike Fong and Christopher Ward. There were othere legislative staff, people from California Energy Commission, California Air Resources Board, and also a astrophysics group from University of California (UC), Santa Cruz attending the event. It was specially enlightening to chat with professor Sandra Faber, an astrophysicst at UC, Santa Cruz, who had interesting views on a range of topics from energy and environment to policies. It was quite an experience presenting my research, repeatedly, in an elevator-pitch style, to multiple people from different backgrounds, packed in a small meeting room at the Capitol.

My return trip started from Oroville. Central valley can’t be understood without looking at its water infrastructures. That is why I decided to start my journey from the Oroville dam, the tallest dam in the US, on the Feather River, north of Sacramento. The dam was built between 1957-1968. To highlight the significance of this project to the entire California, a sackful of gravel and sand was used in the first concrete used in this dam.

My first stop was at the Antioch Bridge that lies in the south of the Sacramento County. This is the place where the northward flowing San Joaquin river meets the southward flowing Sacramento river. Such places are considered auspicious — they are, indeed. A short video clip of the area that I took is here. As I stood on the fishing pier, a useful guide to fish eating captured my attention (included below).

Google map view of the Antioch Bridge. The Sacramento and the San Joaquin rivers can be seen on the left and the right of the bridge.

After seeing the Antioch Bridge area, I headed south through the Byron highway. I stopped near the UC Davis Fish conservation center to see the beginning part of the California Aqueduct in the Sacramento-San Joaquin river delta, which was built to supply water from the northern California to the southern California. This was an engineering masterpiece because it involves pumping of water against gravity by huge pumps and dumping the water to the distribution aqueducts and canals. At the moment, these canals and aqueducts never run to their full capacity because the federal and state regulations now restrict pumping of water from the delta region to protect the endangered delta-smelt and other local fish species.

The green meadows on the little hills seen in the west of the Byron highway were spectacular. The view definitely reminded me of the natural beauty of Switzerland. The US as a country is huge and it indeed has so many beautiful landscapes waiting for us to explore.

I intentionally took California highway 99 avoiding the more usual I-5 route, although it would take much longer time to reach San Diego. As I drove through the Central Valley cities of Modesto, Merced, Fresno, and Tulare, I saw several railway lines that ran through the cropfields. Most of them were part of the Union Pacific railroad, which is the second largest railroad in the US. This centuries-old railroad network which was first built in 1806 made it possible to transport the excess produce of the Central Valley to the rest of the US. There are probably other smaller trolleys as well operated by the individual farm owners in the central valley.

Union Pacific trolley as seen from the Byron highway.

There were crop fields on both sides of the highway. I drove for hours through these fields while stopping occasionally to take some pictures. The almond trees were just beginning to flower. I couldn’t really tell whether they were amond trees or peach (apricot?) trees because I know that both of them look similar. We had a lot of peach trees in our village so I can recognize them. But it is hard to tell what it is in this flowering season.

At the end of the crop fields near Bakersfield, the green medows looked spactacular on the west side of highway 99. I also saw a huge water pumping station (visible in the picture below). It was State Water Project’s Wind Gap pumping plant, the last major water lift from the California Aqueduct over the Tehachapi Mountains, which was renamed the Ira J. Chrisman Wind Gap Pumping Plant in his honor. 

https://images.nationalgeographic.org/image/upload/v1638892259/EducationHub/photos/replumbing-california.jpg
https://images.nationalgeographic.org/image/upload/v1638892259/EducationHub/photos/replumbing-california.jpg

When I looked on the left, the Sierra Nevada mountain was smiling with considerable amount of snow.

The history of California is so intriguing. The Central Valley was transformed from desert to a rich land producing fruits, nuts, and vegetables some 100 years ago. Engineers built one of the most complex network of Aqueducts to irrigate the Central Valley farmlands. Dams were built, canals were laid, wells were digged. The California Aqueduct that begins at the Sacramento–San Joaquin River Delta was built in 1963. That is well before our era of computer and internet. We are living in the 21st century, but infrastructure-wise, we are only enjoying what our ancestors built. We haven’t built anything such significant in our times. Of course we have done a lot in the IT and computing sector.

The older generation got busy working. They got busy building and growing. They developed and used technologies that defied even the worst droughts. They adapted. They adapted from one crop to another. From rivers to wells. From west to east.

Central Valley farmers used technology as it became available to foster their yields. They knew all the details, when to plant, how to plant, and even how to better pollinate. To them, it didn’t matter, whether water was available or not. It didn’t matter whether soil was good or not. They grew pistachios when the water was saline. When winds didn’t blow, they knew how to pollinate. They knew how to make the fruits puffy too.

I am ever fascinated by its story of transformation. California is a miracle. Not a single person made it. But it has only known growth from the very beginning. It has never remained. And will never stand still.

Many things in California happened more than 200 years ago. California developed, flourished, and a part of it even got perished much before we were even born. California has always been in a rush, from gold rush, to water rush, to now lithium rush.

California still looks beautiful as it moves, and transforms. It is wonderful to live here and be a witness of California’s growth. California is indeed unbeatable.

California is not just about Silicon Valley

California is not just about Silicon Valley; it is the Central Valley and the Imperial Valley (IV) that truly define California’s richness, as they produce more than half of the fruits, vegetables, and nuts consumed in the United States. The Imperial Valley, which lies on the south side of the Salton Sea, alone provides more than 80% of the nation’s fresh winter fruits and vegetables. But have you ever wondered how those succulent oranges, almonds, and lettuces come to your table every day?

WRF modeling domain over the Imperial and Coachella Valleys.

Unfortunately, the farmworkers in the Imperial and Coachella Valleys experience a high number of cardiovascular diseases due to heat stress. Not only this, the IV region is recently going through tremendous environmental stress due to water and air pollution; extreme droughts and flooding; and land use change.

I have built a high-resolution, high-performance weather model set up centered around the Imperial and Coachella Valleys that can be used to address such environmental concerns. As an example, the model can simulate how the microclimate will change when croplands are converted to solar fields. Similarly, the model can be used to forecast of heat stress experienced by farm workers at a specific time and location using Wet Bulb Globe Temperature (WBGT).

What question intrigues you the most about this region? 

A short trip to Salton Sea and Imperial Valley

I wanted to end my holidays by paying a visit to my research site, the Salton Sea and the Imperial Valley. The GPS took me through highway 79, which was one of the windiest road I have ever driven in the US.

A quick video of Lake Cuyamaca

One of the main attraction en route was the Lake Cuyamaca Recreation park. People were fishing and having fun at the park. It was chilling cold though for me having come from Santee. It is indeed one of the best camping site, which I will consider for the future. Borrego springs and Anza-Borrego Desert State Park are two other attractions en route which are a few miles west and east of the highway.

After the winding road ended, there comes the flat land of Ocotillo Wells State Vehicular Recreation Area, which is a popular camping site. Before I reached the site, I saw dozens of RVs coming from the opposite direction and I was wondering from where they were coming. Then I passed through the Ocotollio Wells camping area and realized those were the people who camped in the area and were returning home after celebrating the new year outdoor. It was January 2 so it made perfect sense.

One of the bizarre site I came across while heading to Westmoreland was the Republic of Slowjamastan. I became so curious after I saw a big signboard with such a name because of the key words ‘republic’ and ‘slojamastan’, which sounds a bit russian. The board clearly seemed eccentric to the California land. I googled about it later and knew that it was a micronation declared by an individual, which has become a humorous and symbolic attraction at least if not more.

Then I headed to the Salton Sea near the Salton City. I was determined to touch the water of Salton Sea today so I explored several off roads going to the Salton Sea and I finally found a dirt road which went straight to the sea through the marshlands. I stopped my car some 100 feet away from the sea shore and headed to the Sea. A few birds were the only living creatures other than myself around. The water was somewhat clean, not what I had expected at the least. It probably gets dirter in summer and the foul smell would also be more severe by then. In this winter time, the Salton Sea looked quite nice and clean. It was not a beach so I had hard time walking on the spongy land but I was able to touch its water, which was warm, a peculiar characterstics of the Salton Sea.

A close-up view of the Salton Sea Shore

Upon my return, I visited a few farms such as Bee Sweet Citrus and Three Flags Ranch. They were mostly growing Lemon, Pomelo, and Date Palms. I was so curious to see these farmlands that I didn’t care the signs ‘no trespassing’ at all and kept driving through these orchards.

A view of Lemon orchard east of highway 86 near naval base.

Then I came across the famous Alfalfa fields, as I passed through the Forrester Road S30 towards the south. Alfalfa is the protein-rich plant used to produce hay for the cattles. The hay gets exported to the dairy farms across California and as far as Japan and Saudi Arabia. I was seeing these fields for the first time. Most of the Alfalfa was already harvested and stacked ready to be transported. But some nearby fields were already growing another round of Alfalfa. When I entered the fresh young Alfalfa fields, it was very muddy because Alfalfa is often flood irrigated. As a matter of fact, Alfalfa is one of the most water-intensive plant. The farmers were using the water from the nearby canals.

Other than Alfalfa, I mostly saw spinach and turnips growing there.

I enjoyed chicken tacos (always corn option for me) in a local Chevron store in Westmoreland.

Upon my return, I passed through a solar field, the Tenaska Imperial Solar Energy Center South, a 130 MW solar field, developed by the Tenaska Energy company in 2013. It begins right after the Alfalfa crop fields after the Foxglove canal and extends on both sides of the I-8 commonly called as the Kumayaya highway.

Teneska Solar Field.

There are several other solar fields in the region. Another big solar farm is the Mount Signal Solar farm (794 MW) which is located right next to the US-Mexico border, west of Calexico, which was developed by 8minute Solar Energy, an American photovoltaic (PV) developer. It was built in 3 phases between 2014-2018. This solar farm is clearly visible in the high-resolution Leaf Area Index (LAI) data (Figure below, marked with red circle) that I am using in my WRF model to simulate the effect of land use changes on the microclimate of the Imperial Valley region.

I took a different route for my return along I-8, which was a beautiful scenic drive through rocky hills. I also went to Lake Morena which was some 5 miles off the highway. This site is linked to the famous rainmaker of the 20th century Charles Hatfield, who was known to make rain by mixing and burning various chemicals into the air. His recipe was top-secret, only known by him and he took it to the grave. Charles and his brother set up their rainmaking tower beside the Morena Reservoir and supposedly got to work in 1916.

View of Lake Morena.

I wanted to drive all around the Salton Sea and the Imperial Valley to see all the interesting land use changes happening there but time was not enough in this trip. That will be the plan for my next trip to the region.

See you at the California State Capitol!

My application for the CCST Science Translators Showcase 2024 has been accepted (with travel support).

CCST Science Translators Showcase is an annual event organized by California Council on Science and Technology (CCST), which is a non-profit organization that aims to inform California’s policies through science and technology.

As part of this program, the final 13 candidates selected will get a chance to explain their research to legislative staffers, agency managers, and senior policy leaders during a networking event at the California State Capitol. The candidates are also provided with trainings to effectively communicate science to policymakers and their staff before the event.

If you want to know what I will be presenting at the event, here is a link to a 60-second video that I created as part of the above application.

The event for this year is scheduled for Feb 07, 2024 at the California State Capitol! Hope to see some of you there!

Useful links

Visualize NCEP/NCAR Reanalysis Wind Vectors

Visualize NCEI Weather Data by Stations

Radiosonde Profiles from University of Wyoming

Global trend of CO2 and CH4 from satellite observations (See Fig 17/18, L)

Visualize HeatRisk, WBGT, and other forecasts from NWS

A good website analyzing severe weather forecast

Learn about Multilevel Models

How weather models work?

A good discussion forum focused on the issues of climate

Know some limitations of weather prediction models

what a Nobel Prize winner has to say on climate change

A cool animation of global wind patterns

Visualize present and future weather data at Ventusky

Live animation of true color GOES image over California

Some cool videos in science

Some climate change lessons and videos from Pacific Institute for Climate Solutions

Know about climate model resolution from this GFDL page

Visualize vectors and mathematical function

Learn about Navier-Stokes Equations

Some interesting papers in Climate:

Global climate model violate scaling of the observed atmospheric variability

Research resources:

How to write a great research article? Tips from this Nature page

Data analysis and visualization:

Data visualization with NASA/Giovanni tool for several available model and reanalysis datasets

Latest data visualization tool, similar to Giovanni but more powerful: Climate Engine

Python tool for converting surface local emissions to wrf_input files in WRF-Chem

Cloud seeding and weather modification

Imagine a world without rainfall. We call it droughts. Or imagine a situation of torrential rainfall and flooding, like in Pakistan last year.

And imagine a world where all our groundwater reserves have dried up. This is not too hypothetical a scenario — the world’s groundwater reserves are already declining. Groundwater is no different from fossil fuels – it is going to deplete one day if we continue to extract without allowing it to recharge.

A drought does not kill in hundreds – when it happens, it kills millions. China, India, Bangladesh, Africa, and even Russia and USA have faced such droughts in their history. And flooding has similar consequences – it causes extensive loss of lives and properties.

So what can we do to prepare ourselves for such adverse scenarios or natural calamities? How can we make sure that we have enough freshwater resources to meet the demand of an ever-increasing population which is already 7 billion?

Cloud seeding is one potential solution. Cloud seeding can be used both to suppress or enhance rainfall. If used appropriately, the application of cloud seeding technology has many possibilities — from enhancing rainfall, snow packs, and groundwater reserves — to suppressing hails, the great enemy of farmers, which can destroy large crop fields in minutes. Cloud seeding is relatively a mature technology used since the 1950s when scientists first discovered the seeding ability of dry ice and silver iodide. It was extensively applied in the late 20th century but it slowly lost momentum afterward for various reasons. Its exploration is again gaining attention as we face prolonged droughts, heatwaves, flooding, and fires worldwide.


This week, scientists and policymakers from around the world working in the field of cloud seeding and rain enhancement are meeting in Abu Dhabi to discuss these and other related issues aiming to find water solutions for the future.



On the first day of #IREF organized by The UAE Research Program for Rain Enhancement Science (UAEREP), we saw several interesting new approaches in cloud seeding works, from the use of electrical charge to acoustic methods for rain enhancement. Today was another engaging day discussing the process-level understanding of aerosol-cloud interactions and the adoption of cloud seeding technology by countries such as Ethiopia and Thailand for tackling their water problems. For anyone interested in understanding rain enhancement technologies, below is the link to today’s program.

How to be a down-to-earth reviewer?

A scientific research article finds its way from “submitted” to “published” status through the combined efforts of authors, reviewers, journal staff, and editors. The role of journal editors and staff may be more indirect, but the authors and the reviewers are directly involved in the exchange of ideas during the review process. Review is essentially a two-way communication between the authors and the reviewers. Paying attention to some subtle details of the review process can make such communication more effective. In this piece, I discuss the role of the reviewers—how can a reviewer provide an effective review?

Most of the researchers have a dual role to play. They are authors and reviewers too. Almost all researchers contribute as a reviewer at some point during their careers. Although reviewers usually provide their service free of cost, they get several intangible benefits in return, from career growth and recognition to critical thinking. There is no doubt that reviewing is one of the most responsible jobs in academia. Even the best of the best research must go through a reviewer’s eye before it is published. Without the input from reviewers, we would not be able to know about those breakthrough discoveries in science and technology, from DNA structure to the big bang theory. A reviewer’s input also helps to make the paper more readable and understandable to a broader audience. Although the external review process is fairly established, which dates back to the 18th century, there are several subtle details paying attention to which make the process more efficient.

In order to provide a fair and effective review, the reviewer must be able to view the manuscript from a broader perspective while also paying attention to the minute details. Asking the following questions in order can be helpful in this regard,

  • Does the manuscript have some elements of curiosity, wonder, and an innate human quest for knowledge?
  • Are the authors aware of the impact of their research on human beings and other life forms on Earth?
  • Are the claims presented in the manuscript consistent with basic scientific principles?
  • Are the ideas presented in the paper consistent and structured around the main point?  
  • Are there any errors or wrongdoings in the manuscript, willful or unintentional?

A reviewer should keep the above questions in mind during the entire review process. As a reviewer, we must aim to provide our best input so that the paper is meaningfully improved. While a review is helpful in meeting our career goal, as researchers, it is also our professional and social obligation to push science forward. Only if we embrace reviewing as part of social responsibility, we will be able to contribute meaningfully and become proud of our service. The following tips can be useful in making your review more effective.  

  1. Be supportive
  2. Be responsive
  3. Be realistic
  4. Have a broader mindset
  5. Focus on content and science
  6. Recognize and promote creativity
  7. See the bigger picture

Be supportive: Many reviewers regard the review forum as a place for providing criticisms to the authors. This narrative must change. A publishing platform is a place where you provide support to your fellow authors. We must support each other in our respective research fields so that we all can grow together. Learning is a collective process with a common interest. We are likely to discover new things if we seek each other’s help. If our research field grows or if one of us discovers something new, we all get benefits. Remember, you have become a reviewer today because you have published your work with the help of other reviewers. You will easily see the positive impact of the review process if you compare the first version of your manuscript with the final published version. So before finalizing a review, please make sure that you have provided some supportive comments or suggestions in the review. Before hitting the “submit” button, make sure to ask yourself, in what specific ways you are helping the authors. Is your review likely to be appreciated by the authors or not?

Be responsive. Reviewers are usually given 2-4 weeks by the editors to provide their review. Unfortunately, most of the reviewers submit their reviews in the last hours, when they receive the final reminder email. On top of this, reviewers are usually given 3-7 days for initial acceptance to review a manuscript. Even during this stage, many reviewers give their decision on the last day. Although meeting the review deadlines is technically correct, it may not be a sign of a responsible reviewer. In most circumstances, except for genuine reasons like humanitarian and travel reasons, we can provide our initial response within a day. There is nothing much to think about at this stage. It only takes about 5-10 minutes to read the abstract and respond. If that is not the case, stick to this advice—do not commit to reviewing if you do not have enough time. For the detailed review report, if we manage our time properly, it should not take more than a week because it takes only about 3-4 hours for reviewing a paper. If it takes more than 3-4 hours to review the paper, you should probably not review the paper. Personally, I try to submit my reviews within 3 days. There is no reason to wait for the editor’s deadline. Once the paper is in our hands, we have to set our own deadline. All authors want to pass through the review process as soon as possible. Remember how desperate you were to see the reviews when you submitted your first paper. Therefore, it also becomes our moral obligation to provide the review as soon as possible.

Be realistic: A paper cannot include all the literature reviews we might want to see. Neither can it answer all questions that we might want to know. With the authority we get as a reviewer, our expectations may reach unrealistically high at times. We must be realistic about what we expect in the review from the authors. It is unfair to ask the authors to repeat the entire experiment for answering a minor question. The authors are obliged to clarify the content of their manuscript but they need not answer all our personal queries. It is reasonable to ask for clarification if you genuinely do not understand something but the question must be relevant to the paper. Similarly, we cannot ask the authors to redo the entire simulation, just to prove a simple thing. Redoing simulation is also a waste of resources because extra computation involves extra energy; supercomputers have significant energy requirements for cooling. Therefore, it will be helpful to identify what are the major and minor comments in the review. After all, however good or extensive our review be, the authors have the final right to accept or reject them. The authors may not be able to satisfy all of our queries. That is totally fine. It is their work so it has to be their decision. It is very important to trust the authors in their work because we all are part of the same research community.

Another important point. You might be an expert in your field, but realize that the authors probably know more than you do about their work. All authors spend a significant amount of time, from months to years, investing in their research questions. So obviously, they know more about their work. In my own experience, however good the quality of a paper is, many reviewers fail to recognize it. As reviewers, many people feel obliged to provide some comments, which is unnecessary. If a paper is well written, it is perfectly fine to say that I do not have any comments. Most experienced authors submit their articles only after going through a rigorous internal review and proofreading. In such a case, it is important to acknowledge it.

Have a broad mindset: Many reviewers throw what is on their heads even if it is not relevant to the paper that they are reviewing. If we only look at the paper through our own lens, we are not likely to provide a fair review. For experienced reviewers, who have spent years to decades conducting research in their field, it might be tempting to think that we know everything about our research domain. However, it is important to recognize that the research field is a dynamic landscape and it keeps changing every day whether we are aware of it or not. Several interdisciplinary research topics keep emerging as we try to understand the wholeness of research. For example, some of the earliest climate models only had atmospheric components because at that time we thought that the atmospheric interactions with land or ocean were not significant. However, now we know that such interactions do occur through multiple pathways, among all components of the earth system, land, atmosphere, ocean, biosphere, and cryosphere. There is still a lot more to know in this regard, from human-animal-climate interactions to deep-ocean processes. We must be willing to expand our research boundaries to allow knowledge to permeate through different interdisciplinary areas. Therefore, it is important to keep our minds open so that critical cross-boundary interactions take place and science advances forward.

Focus on content and science. The primary objective of the research is to contribute to pushing science forward. All other aspects including communication are secondary. In many instances, reviewers focus on the English language too much. Some go so far that they end up providing comments related to English and language structure only. As highlighted in a Communications Earth & Environment editorial [2], we should focus more on science than language. We must understand that language is just a means of communication. As long as the intended message is clear, it cannot be a barrier to publication. Creative ideas do not depend upon a language. Groundbreaking scientific discoveries can come from anyone and any geography. For our own benefit, we must welcome researchers from across the world whose native language may not be English. We are now in a world where inclusiveness, diversity, and multiculturalism are highly sought after and valued. Therefore, our primary focus must be on content or science, not anything else. Further, we should evaluate the manuscript freely without any judgments regardless of whether the authors are early-career researchers or experts in the field. We must give everyone an equal opportunity. In fact, new researchers are the ones who bring innovative ideas to the table. These days, many journal articles are full of repeated materials. In a world, where, millions of research articles are published every day [3], many of which are repetitions, we must be willing to appreciate new ideas. We have to focus more on the idea and results, not on the bureaucracy of the process.

Recognize and promote simplicity: One of the key attributes of creativity is simplicity. Therefore, we have to recognize the simplicity of research. There is one thing to be aware on this regard—we are generally impressed when the results are presented in a complex manner. We think that the paper is more legitimate if we see complex figures and have complex discussions around a certain point. These days, publishing has become a painstaking process. Many researchers now believe that high-quality research must have complex figures and advanced 3-d models to prove their points. We are unconsciously promoting such practices in the name of high-quality research. We must not think that complexity is the characteristic of science. In fact, it is the opposite. Most groundbreaking ideas are indeed simple. Simple statistical measures like correlation, standard deviation, and root mean square error can tell more than what advanced statistical analysis can do in many instances. We must choose clarity and simplicity over confusion and complexity. Doing research and publishing the results should be a joyful process. Sharing knowledge should be the most satisfying human experience; it need not be a painful process. If we choose complexity over simplicity, we are only winding up ourselves. According to research conducted in the journal Humanities and Social Sciences Communications published by nature in 2021 [4], more than 40% of PhD students in the UK met the criteria for moderate to severe depression or anxiety, which was much higher than for other working professionals. There is no doubt that one of the main causes of this problem is the hardship faced by the researchers while going through the painstaking publication process.

See the bigger picture. Amidst growing academic pressure, a competitive research environment, and peer competition, many researchers forget the larger purpose of their research. We must remember that we are obliged to serve society because, in one way or the other, taxpayers fund our research. It is our obligation to align our research for the benefit of our society. Rather than pushing a particular line of thought, we have to push ideas that are beneficial to humanity. If science does not benefit society, there is no meaning in investing in it. And we have to make every effort to make our research accessible to the public. For this reason, the authors should communicate their research in as simple terms as possible. They should write their paper keeping in mind the larger audience or the general people, not the experts in their field. As reviewers, it is our responsibility to check if authors are mindful of the bigger picture of their research.   

References

[1] The art of responding to reviews. Nat. Geosci. 12, 401 (2019). https://doi.org/10.1038/s41561-019-0386-7

[2] Language matters for impact, not acceptance. Commun Earth Environ 3, 34 (2022). https://doi.org/10.1038/s43247-022-00370-4

[3] Ware, M. and Mabe, M., 2009. An overview of scientific and scholarly journal publishing. The STM report, https://www.stm-assoc.org/2012_12_11_STM_Report_2012.pdf

[4] Hazell, C.M., Niven, J.E., Chapman, L. et al. Nationwide assessment of the mental health of UK Doctoral Researchers. Humanit Soc Sci Commun 8, 305 (2021). https://doi.org/10.1057/s41599-021-00983-8.

Joining the editorial board of Nature communications earth & environment

I have recently accepted an offer to join the Editorial Board of the Journal Communications Earth & Environment as a member starting this July. Communications Earth and Environment is an emerging open-access journal from the esteemed Nature Porfolio. I am very happy to join this particular journal because I value life and I care about the wellbeing of our planet Earth.

I hope to contribute meaningfully in uplifting the quality of this journal while also encouraging authentic research works that address the widespread problem of air pollution and degrading Earth’s environment. There is no doubt that, whatever be our research objectives, we must support the wellbeing of our Planet Earth and its biodiversity.

Please consider submitting your article in this open-access journal from Nature Portfolio to increase the impact of your work.

Long live our Earth and environment!

Did you know?

Nature partially pays to their editorial board members.

PhD: concluding remarks

When I was a kid, I never dreamed of earning a PhD. All I wanted was to study more and more. So I just followed the course of the river. I didn’t know or care whether the destination is ocean or something else.

When I became an adult, I knew that the society where I was brought up highly revered a PhD. So I had thought that I will also some day do a PhD.

We can plan something but not everything. That is what I have experienced. PhD thought came into my mind when my supervisor at Masdar Institute came to my desk one day. He showed a small ad in an AGU newsletter about a PhD position at UT Austin. I didn’t want to let down my supervisor so I applied. In fact, that was the only place where I applied. Until then, I had only thought of returning back to Nepal and rejoining my low-paid but highly revered ‘engineer’ position. I was not sure about it even after I got the offer. I really didn’t know that UT-Austin was a good ranking Tier 1 university until I posted about this offer in my Facebook page. The comments reflected that UT Austin is a great place. My perceptions got changed. I decided to pursue.

I was about to give up soon after I started my research at UT Austin. I was hit really hard in one of the group meeting. Not only by my supervisor but also by my colleagues. I felt the lowest of my life on that day. But soon I realized that it was because the standard and quality of research was much higher than I expected.

I was very busy taking 3 courses at that time and it was very hard to manage time for research. A few colleagues had already failed in their qualifying exams. So I many times felt that it was a wrong decision to pursue a PhD. My health was also not favoring me; I had been diagnosed with celiac disease (allergic to gluten). I very much regretted for leaving my government job of an Engineer back in Nepal.

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So there were only two options. Do or die. It is the same thing but a different tone is used in research: publish or perish. But as I interacted more and more with my colleagues and knew about research, I realized that we all were on the same boat. So I decided to continue. I worked harder. Time was not a problem for me because I was married single at that time. Weekends and holidays then meant more research. No wonder, my eye power kept on increasing at a rate of 0.25 per year.

Things started getting better. Qualifying exam was a great success.

I was still not comfortable in the world of research. I tried to avoid people who criticized my work. But later I realized that I can’t escape anywhere in research. You can’t escape your peers. You can’t escape your experts in your field. Most importantly you can’t escape the reviewers of you papers. It took little longer for me to realize that such interactions, feedback, comments, etc. are actually good things.

I never thought that I would be able to graduate in three and half years. But it happened. I worked hard and it got reflected. One of the reason for this success is also that I didn’t waste any of my work at UT Austin, not even the class projects. I always kept the main research topic in my mind before I started any class projects. So all of those activities later became part of my dissertation.

My daughter was born in the last year of my PhD. And the degree of ‘father’ means no less than PhD to me. Indeed, graduate study is when many people get engaged, married, or have their first kids.

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With my adviser(to my right), co-adviser(to my left), and examination committee members after the defense on April 15, 2016.

The most important thing that I realized during my PhD study is that learning is a never-ending process. Initially, I really thought that research is or has to be flawless. But I was totally wrong on that. There can be many flaws in your research. That is exactly why we discuss the limitation in the end of a research paper. PhD makes us understand this reality in depth.

I also realized that we can’t be successful in PhD just by gaining knowledge. We have to develop some conscience too. Knowledge without conscience is indeed dangerous.

When I was a child, I believed that if something is written in a text book, it must be true. I believed everything I read in a book. But now, I trust nothing other than my conscience. I now not only buy the conclusions of a research but the wholeness of it, with its limitations and assumptions. After all, a theory is only true until the assumptions are true.

In our research, we try to model the earth system. Modeling the earth system is indeed overwhelmingly complex. Even a grain of sand is very much complex to model, let alone the whole Earth. We must simplify many physical processes. We have to make many assumptions. So sometimes it can be frustrating too. But the beauty of research is that we understand little more everyday than yesterday. The beauty of research is in seeking, not in gaining something.

13288124_179159015813437_1353670647_oWith my wife Sirjana and daughter Nova on graduation day, May 21, 2016.

As I look at my Tam hanging on the wall, my heart leaps up with pride realizing that I received the highest degree possible in an academic world. But as I look out of the window and see the wonders of the nature, my heart bows down realizing that there is so much more to explore. I am still not sure how much knowledge I gained during my PhD but I know with certainty that I know very little.

Finally, what does this degree really mean? This degree reflects the knowledge of many people, knowledge that is passed down through generations. I am merely a carrier of this knowledge. It also reflects the aspirations of many people; my family, my teachers, my friends, and many anonymous others. It is an outcome of their good wishes.

Post originally posted on May 23, 2016. 

Satellite data: an overly underused resource

Satellite data have greatly contributed in improving our understanding of Earth’s climate. We have several climate models but, without satellite data, we don’t know how they are performing. Without the satellite data, we don’t know how far is our imagination from reality. Satellite data provide us the realistic boundary conditions. Without the boundaries, our theory may easily turn into a fiction.

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Several satellites fly above us everyday. They are watching us. They are recording our behavior. They are indeed CCTV in large scale. They are recording human activities. We have done many things unconsciously in the past. We have emitted environmental pollutants. We have polluted ocean and water bodies. We have cut down trees. But now it is all documented. If you emit pollution or exploit natural resource, you may have to appear in the court one day.

A lot of data has been generated by various satellites. There is a lot of data. Tremendous amount of data. But, unfortunately, only a fraction of this data has been really used, for some useful purpose.

Take an example of surface reflectance data which are available from MODIS and other satellites. Reflectance basically measures how the surface properties change over time. In fact, Earth’s surface records a lot of things, much more things than what you think right now. When it rains, it gets recorded. When the surface gets dried, it is recorded. When it is very cold, it is recorded. When it is very hot, it is recorded. When a hurricane happens, it is of course recorded. When there is flooding, it is indeed recorded. When an asteroid falls, why would it not record it? Deforestation is surely recorded. Even information about day, night, and Earth’s rotation all are recorded. What is not recorded? Everything. Just everything. In a single reflectance data, you will find everything you need. You just need to change your perspective. You will see a lot of information hiding in the data set.

It is only because of our poor creativity that we are sending satellites one after another. Otherwise, we can extract myriad of useful information that we need just from a single data set. We just need some skill to decode that information. We just need a creatively advanced algorithm to extract the required signal from the data. We will benefit more from our satellite data if we spend more time developing algorithms that can extract the various useful signals in a data set.

The possibilities of using satellite data are endless. We just need to be creative. Do not search in Google Scholar for what others have already done with the data. If you do so, you will only reproduce what others have already done. Ask yourself. How can you use the data to manifest your inner passion? Think differently. Creativity will emerge, from within you.

Who said that vegetation data can’t be used to study the fires? We just need to understand the connection. Creativity is within us. To be creative, we have to believe in our own capacity first. The only difference between we and Einstein is that Einstein believed in himself but we didn’t. The exact same intelligence resides within each of us. It is only a question of how much we allow it to come out. To the one who believes in himself/herself, possibilities are endless.

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