Sky Replacements Didn’t Ruin Landscape Photography: This Argument Ruined It

Fstoppers Original
Solitary tree standing in a vast golden wheat field under a partly cloudy sky.

Uh oh. A conversation about AI in photography? Let the witch hunt begin. We all know that AI is rapidly becoming a dominant and controversial topic in our industry. I am not here to proclaim one way or another, but simply to open a dialogue between the technical modernization of art and, of course, the purism of the art form.

The technology behind the humble sky replacement is just a tool, not a moral failure. In my opinion, the true damage has been done by the endless, often dogmatic argument itself. This debate distracts photographers from genuine artistic vision, stifles creative innovation, and ultimately creates an environment of pervasive creative insecurity.

I am no fool; I fully understand the distinction between documentation and art. On one hand, documentation is of the utmost importance. It must remain as true to life as possible because imagery has the power to sway public opinion, mood, and sometimes even the tides of war. Art, on the other hand, is a complete, open interpretation of how an individual sees the world. That individual has every right to convey their vision, whether through simple dodging and burning—as our “Mecca,” Ansel Adams, was so prolific in doing—or even our modern-day AI equivalent.

The Historical Context: Manipulation Is as Old as the Medium

Let’s establish some ground rules right from the get-go: manipulation has been, and will always be, part of a photographic workflow. To quote a certain teapot from Beauty and the Beast, this is a “tale as old as time.”

The myth of the “straight” photograph is just that—a myth. The moment anyone picks up a camera, they step out of the world of objective reality. The very act of choosing a lens, a specific film stock, or a certain exposure is a manipulation of the scene in front of the lens.

One can go as far back as Gustave Le Gray in the 1850s. He was no stranger to blending exposures in the darkroom, often combining two negatives—one exposed for the land and one for the bright sky—to achieve a print with enough dynamic range to look “real.” In essence, he gave birth to the first form of sky replacement before the lightbulb was even common.

Dramatic seascape with waves crashing against rocks beneath a cloudy sky and distant structure.
Image by Gustave Le Gray, public domain.
We must also remember pioneers like Ansel Adams. His “pre-visualization” techniques went far beyond what his camera could capture on its own; his images truly came alive in the darkroom. These localized, ethical manipulations of dodging and burning were proof that the masters always enhanced their vision beyond the literal capture. The digital evolution—layers, masks, and AI—simply makes these historical techniques more precise and accessible.
Mountain range with dramatic peaks reflected in a winding river below, surrounded by forested valleys under stormy skies.
Image by Ansel Adams, public domain.

The Great Divide: Documentation vs. Artistic Interpretation

As I mentioned above, there are two very clear distinctions when it comes to photography: documentation and artistic interpretation. It’s important not to confuse these, but it is equally important that we remain open to the overlap between them. For a moment, let’s break them down into their simplest forms.

  • Documentary Photography: In photojournalism or scientific records, integrity to the scene, time, and fact is paramount. For the good of history, we must ensure that everything portrayed in the image is 100% genuine. With the influx of AI-generated content, it is certainly becoming more difficult to discern what is genuine and what is not. This poses a significant problem for the authenticity of our record-keeping. The integrity of a scene and the specific time an image portrays are vital; any alteration here has the potential to cause a long-lasting ripple effect through history, and we must avoid that at all costs.
  • Artistic Landscape Photography: On the opposite end of the spectrum, fine art and expressive works are just as important to the cultural history of our planet. Here, the integrity of the artist’s vision and emotional experience are the paramount factors.

Think of the works of Salvador Dalí, Caravaggio, or any artist in history who decided that the artist is a translator of feeling—an emotional conduit for the world around them. They were not “copying machines”; they were artists utilizing the tools of their trade to express a soul, not just a surface. We owe it to the medium to allow for that same expressive freedom today.

Painting of three figures in dark robes engaged in conversation against a shadowy background.
Image by Caravaggio, public domain.

So, with that being said, let’s talk about the literal and figurative “line in the sand” drawn around something as simple as replacing a sky. Why is it that we are accepting of heavily adjusting color, contrast, and luminosity—which effectively changes the “look” of the light—but then frown upon the replacement of a sky that doesn’t serve the vision? If I may be so bold: the sky in a landscape is just as open to interpretation as the land itself.

In any case, it should always be that intent governs ethics. Whether it’s a wartime photographer in the field or a landscape photographer on a mountainside, the focus must remain on the photographer’s transparency. If an image is presented as art, the primary duty of the photographer is to their vision. Both genres have relevance, and both have a distinct, necessary place in our world.

The Problem With the Purist Argument: A Creative Cage

I don’t know about you, but I feel that the incessant, judgmental debate around sky replacements creates a culture of “fear of failing” and creative insecurity. Photography should be the complete opposite; we should have creative control without fear of reprisal from a “purist” standpoint.

This fear of being “called out” causes artists to play it safe, leading to predictable and repetitive work that avoids pushing boundaries. I remember seeing Scott Kelby speak 13 years ago on YouTube, and I was blown away by his nonchalance toward how he edited his photos. There was power in that talk that enabled me, and many others, to feel a level of creative freedom we hadn’t felt before.

The debate also distracts from true skill. Whether a sky is real or not detracts from compositional strength and emotional resonance. Why we feel the need to berate the creator for changing the sky is beyond me when the image itself means more than how it was shaped in the digital darkroom. A photograph with an “authentic” flat gray sky but poor composition is still a poor photograph. A compelling image with a swapped sky is still compelling art.

Abandoned cargo ship listing in shallow ocean waves at sunset.
Here is the reference image. The sky is flat and missing a lot of potential. 

Abandoned ship wreck partially submerged in ocean waves at golden hour sunset.
Here is a stock sky from Adobe Photoshop. It’s not perfect by any means, but as a frame of reference for what could be, it speaks volumes. 

Ironically, sky replacement can even be a “loophole” for learning. It can be a scouting tool; if you shoot at midday, you can pop in a sky to see if the location is worth returning to in optimal conditions. For “newbies,” these tools give them the opportunity to chisel away at what they may or may not want to use further down the line.

Screenshot of a photo editing software interface displaying preset packs for creative assets with sample landscape and portrait images.
A screenshot of the types of tools available to purchase. 

Moving the Conversation Forward: A New Ethical Framework

In an effort to refocus the narrative, I would encourage you to ask: “Does this manipulation serve my original story or emotion?” If the answer is yes—whether it’s a sky swap or heavy dodging—then it is justified in the context of art.

Regarding transparency: unless you are in a documentary environment like a war zone, I am not going to be too put out whether you tell me the sky was replaced or not. The reality of the “doom scroll” is that not much information is going in anyway. However, if you sell prints or create YouTube content, removing ambiguity is important for the relationship with your customer.

The ultimate strength of photography is the human operating the tools. We have a unique perspective that cannot be generated via AI. The challenge is to use tools like sky replacement to further that vision, not substitute for it. If your pre-visualization tells you to do X, Y, and Z, you should have full creative control.

Conclusion

Phew, okay, we made it. If you skipped to this point: the technology of sky replacement is benign. The argument against it has become a psychological burden that freezes innovation and encourages mediocrity.

Let’s stop debating the purity of the tool and start discussing the power and originality of the art. The work should speak for itself, and the artist should stand by their intent. That is what breeds pure creativity.

Call to Action: I challenge you to create an image you genuinely love. Use any and all tools at your disposal, and publish it with full confidence in your artistic decision. Ignore the purity police.

Neil is a professional photographer whose work spans three key areas: creating compelling landscape and travel imagery, leading educational photography workshops, and writing about the photographic journey. The #vanlife lifestyle is central to his practice, serving as both subject and methodology for pursuing profound moments in the ever-changing natural world.

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16 Comments

I certainly edit my photos to 'enhance my vision' but I won't be replacing the sky or anything else as for me that is just a step too far.

What caught my eye in your article was the reference to Ansel Adams's photo of the Tetons and Snake River as public domain. I would have bet the house it was a copyrighted image, protected by his estate. I'm glad I did not make that bet... Indeed, I can buy a print of that photo from Target Stores.

According to Google AI: "The famous 1942 photo of the Snake River and Teton Range by Ansel Adams is in the public domain. It was created while he was working for the U.S. National Park Service, making it a work of the U.S. Federal Government, which is not subject to copyright."

"A compelling image with a swapped sky is still compelling art." But does a swapped sky guarantee a compelling image? Probably not. I suspect far too many images rely on dramatic skies to carry the weight and impact of the photo. Overly dramatic skies have become so ubiquitous that I find myself no longer impressed by them. Do what you wish, but surreal skies aren't nearly so unique as they once were when you had to be physically present to capture them. In fact, public perceptions are becoming so skeptical of AI and fake images, that anything which even hints of exceptional drama is gonna be suspected as inauthentic, whether it's actually real or not.

There's a fundamental confusion about the relation between art and photography, and I hoped this article would dive deep. Unfortunately, I read the common arguments that do no justice to how artists have enriched their works with photography: "Manipulation is nothing new", "It's all about the artist's vision", etcetera.

While it's true that composites are as old as photography itself, the author should ask two questions: why did the photographers doctor their photos, and is that still the proper paradigm?

To paraphrase Claudio Marra: "In other words, the new is defended by using the old, that is, by involving an idea of art practically vanished in the first two or three decades of the twentieth century. […] the impression is that among the many supporters of digital, there is no real knowledge of what has happened in the artistic field in the last hundred years. Therefore, we continue to insist on the exaltation of features not only useless, but even penalizing, as it aims to rehabilitate an aesthetic system that is widely questioned and in any case no longer dominant."

The confusion that stems from the relation between art and photography continues to have life, because the underlying conditions of what constitutes art have not changed. And it's not just a subject restricted to photography. Is a banana duct-taped to a gallery wall really worthy of consideration as an art form, especially to the tune of millions of dollars? If that's a valid work of art, certainly a photograph is too. But the argument persists, shaped by how someone perceives the relationship between the artwork, the mind, the idea, and tools of the artist.

Photographers historically doctored their pictures for the same variety of reasons that we do today, and argued continually over whether photography was a valid art form, and if so, what the results should look like. Peter Henry Emerson in the 1800s combined multiple images into one print. One of the most common problems in that era was that plates were overly sensitive to blue light, meaning that if land was exposed properly, then skies were washed out. They argued over how sharp a photo should look (sounds exactly like today). Pictorial photography emphasized soft focus and etching which gave photos a more painterly, artistic look and feel. Battle lines were drawn over whether photography should be straight, as in depicting reality, or more interpretive. Ansel Adams of the 1900s manipulated photographs to create a mood that spoke to him, and was known to etch something out of a negative that was, in his opinion, a distraction. While he advocated straight photography, blackened skies became a hallmark of Adams' prints. So you can take every argument throughout history and place it into today's technological environment, and it would still be the same argument. Therefore no proper paradigm has ever existed or will ever be attained.

I will adjust the highlights. I will make it lighter or darker but I would never replace the sky. Sorry that's just too far for me. It then just essentially becomes an AI image and it's really not the direction I would go in as a professional landscape photographer so no thanks from me. I get why people do it but I would simply say just go back to the same scene when there's better light and capture the real deal kissing your sister is not the same as kissing a girl that you're in love with sorry to use that analogy, but it's not.

Sometimes, really most of the time you don't have the option to go back. At least for most people. Also, I'm sorry but a sky replacement is not "basically AI.

Of course it's AI because it wasn't there and honestly if you can't go back and shoot it in better light than you weren't meant to take the shot there's a great video by Thomas Heaton. Actually it's a little bit to do with cloning and so forth. I can't remember the name of the video, but he talks about this a lot and it really impacted me. I'm leaving everything alone now. Yes I edit my photos but I'm certainly not replacing skies that's just me. That's not photography for me and nor is it very artistic either and the shadows become wrong as well because it just looks odd and you can pick it.

There used to be a time when replacing skies required a lot of editing skill, especially where trees or other semi-transparent objects were involved. You could recognize a bad job a mile away. But ever since Luminar made the task so simple that Photoshop masking skills became irrelevant, sky replacements have become commonplace and can be performed by non-skilled photo editors. And to my point above... they no longer impress. Everything Luminar says about their software is a reference to being powered by AI: "Luminar Neo – your easy, AI-powered photo editing software – explore the power of AI to transform your images with precision and ease."

So while sky replacement can be done manually by talented photo editors with fully intentional results, most people seem to equate it with a complete overhaul performed using a quick and easy AI tool. You don’t even need to contribute a new sky of your own. Just pick a Luminar sky, and throw in a moon while you’re at it. Nev is right, sky replacement is creating something that did not exist in the original image, a key feature of AI technology, and simplified the task as well. The camera can't function without the human mind directing it. I'm not sure I could say the same for AI driven software edits such as sky replacement, where machines not only replace the sky, but largely replace human input and control over the final image as well.

I'm not casting judgement on the author, but I would like to point out that this article justifying the use of AI sky replacement was almost certainly (>99% chance) created using AI. A few phrases and syntax tipped me off so I ran it through 3 different AI detectors and confirmed. Depending on your own values, that may not be a problem, but I'm in the camp that believes all creators, including writers and photographers, should credit AI anytime it is used in the workflow. Just as photographers include equipment and settings details when presenting a capture, they should also credit their editing software. I believe EXIF data should be made available anytime digital photographs are presented to the public. Similarly, metadata files for written work should explicitly include information about AI use. I believe AI can be a useful tool, but creators should be transparent and allow their audiences to make their own judgements.

Thanks for catching that, and you're pointing out something rather important. If AI has been used, it should indeed be mentioned.

let us chatgpt decide wat art is :))

It is a program!Some of us remember the day Lrc got dust removal, Yea, now I know where to clean the sensor. You can shoot RAW but once you put into an editor and edit the image that makes it YOUR ART. Another a Jpeg image is the image you select all the settings for Jpeg then the camera uses one of it's programs. Ah, next every camera as the auto selection this is where you let the camera use the settings it's programmers with decades of math about all things known to instantly in just a half second or so to put all that together for the image it produces. Oh, and the greatest tools on the camera, Sony A7/R/S Mod 1 and 2 was on camera apps that many of Sony's reps in the field never heard of till someone like me shows them all that pertain to that camera and they rush and buy a Mod 2 and learn how all work. An app I use even to this day on the A7SM2, A7S2M2 and A7RM2 is the "Digital Filter" basically has presets but also the ability to select sky and foreground separately with any and all camera setting you can think of. First meaning no need to carry a bunch of filters or holders to your site.,Yea! Second the camera puts both images together and before the transfer to the SD card you can adjust the horizon up or down. You can before select RAW or Jpeg or both (remember Jpeg settings to be done also before). What's it good for anything but I found playing with Milky Ways over lit town/city or just anywhere with a lot of light. That was back in the beginning of Sony 2014 or so was that all AI also.
for anyone who ever worked in a real darkroom getting a negative out of drawer of the moon and getting the right size to add to print, manual AI ones own eyes!
Left to Right
The first two were in Aperture mode, Yep the camera has a great mode and sensor and history of math.
The last two yes using the "Digital Filter" app, so fun to play with toys! Ai or Not we all like to play

Hello there folks,

Wow—thanks so much for all the comments here. I am delighted that what I wrote has sparked such a wonderful debate. It seems the article "did exactly what it says on the tin."

As I mentioned throughout, I am by no means judging, and I am humbled by the passion folks have shown here for photography. Art has—and I am sure will always—be looked at in so many different ways, and it invites such a wide range of interpretations. Thank you all for sharing your thoughts so openly and candidly; it shows just how much people care about the art.

I never intended to tell anyone "how to shoot," but simply to ask the question as to why we can, at times, obsess so much over the rules rather than the results.

For me, this was simply a way to explore my own feelings about it all. These are the types of questions I continually ask myself as I progress with my own work. I want my photography to mean more to me than anything else; I have always viewed it as a personal journey, with the camera being the medium for how I remember. I want to remember the feelings of being at a specific place and time. As my Mam always says, "I have a head like a sieve," haha

Thanks again to everyone who took the time to comment.

P.S. Jesus, I wish I could get AI to write these articles for me! It would certainly save me some time, but where’s the fun in that? Truth be told, I do have dyslexia and I do use AI to help me correct my spelling and grammar, but the thoughts, the rambles, and the vision are all mine, but that's just between you, me, and the wall.

Cheers,

The “purist argument” is NOT a creative cage. Orson Welles said it best, “The enemy of art is the lack of limitations.”
Is using palladium processes or cyanotypes a “creative cage”? NO!
Is using an iPhone a “creative cage”? NO!
The use of genAI and presets makes photographers sloppy and lazy:
→ Who needs to frame / compose accurately when elements can be moved around, added or deleted in post?
→ Who needs to be out before dawn to authentically photograph the blue hour and golden hours, when they can just conjure up a preset to take care of it?
This is INAUTHENTIC photography. In fact, it is not phjotography at all—it’s digital illustration.
I advocate for Authentic.Original.Photos and www.RealWorldPhotography.net → No models. No staging. No presets. No GenAI. Computational photography and post-capture processing are permitted, but only that which will maintain the authenticity of the original scene or subject. It’s all about integrity and the use of one’s own talents to make authentic photographs.

What is a photograph? I see no problem in changing whatever you want to create a piece of art. But at what point does it become impossible to call it a "photograph"? I'm sure if the entire contents of a photographic image are digitally changed out/replaced/generated then it cannot be a photograph by any definition or stretch of the imagination (else any form of image could be called a "photograph"). My question is how much of a photograph can one replace before labelling it a "photograph" becomes incorrect or at least unreasonable?