Questionable Practices - Surveying Articles - Land Surveyors United

AI’s Blind Spots: Why Cultural and Historic Sites Are Being Erased from Digital Maps

The Vanishing — How AI Is Mapping History Out of Existence

It starts subtly. A parcel map is generated with stunning efficiency. A sleek interface displays terrain data, boundary lines, structures—all perfectly digitized. But something’s missing.

A shaded grove that held an unmarked cemetery.
A long-forgotten footpath carved by generations of Indigenous families.
A stone wall no longer visible from the air, but tied to a land dispute a hundred years old.

Gone. Not because they were disproven or deemed irrelevant—but because the algorithm never knew they existed.

Welcome to the quiet crisis unfolding at the edge of progress: AI is erasing history—not out of malice, but out of ignorance. And it’s happening at scale.

Modern AI-powered mapping tools are impressive. They can parse satellite imagery, process LiDAR scans, detect surface features, and overlay parcel data in seconds. But they have one critical flaw: they only see what’s been recorded—and what fits their training set. That mea

The Rising Cost of Entry: Barriers for the Next Generation of Surveyors.

A Profession at a Crossroads — Too Few Recruits, Too Many Barriers

There’s a storm quietly brewing in land surveying—and it has nothing to do with weather. It’s the profession’s slow-burning crisis: a pipeline that’s running dry. Across the country, surveying firms are struggling to find new talent. Technical schools are reporting low enrollment in geomatics programs. Licensure numbers are stagnating—or declining. And the hard truth is this: if we don’t lower the drawbridge, the next generation simply won’t cross into the field.

The demand for surveyors is real and rising. Infrastructure is aging. Boundaries are being challenged in growing numbers. Land development is accelerating. Municipalities are digitizing records and modernizing mapping systems. The opportunities are there—but the workforce isn’t. And it’s not because young people don’t want to work. It’s because surveying has quietly become one of the most expensive and convoluted professions to break into—without the financia

The Vanishing Surveyor – Passing Down Knowledge in an AI-Driven World

In ***The Generational Knowledge Gap: Where Are the Next Surveyors?*, we addressed knowledge loss; this counterpoint suggests blending mentorship with new technologies to future-proof surveying.**

Section 1: Introduction – The Generational Knowledge Gap

One of the most pressing challenges facing the surveying profession today is the growing generational knowledge gap. As experienced surveyors approach retirement, a vast amount of practical, hard-earned knowledge risks being lost—knowledge that is often not captured in textbooks, software, or training videos. This comes at a time when the profession is also facing a rapid influx of emerging technologies like AI, drones, and LiDAR, creating a perfect storm of change that threatens to sever the connection between traditional surveying expertise and modern methods.

The fear is not just that old methods will be forgotten, but that the critical thinking skills—the ability to interpret complex land records, navigate challenging field conditions, or

Bridging the Gap: Why Surveyors Must Learn to Disagree, Share, and Build Together Before It’s Too Late

I. Introduction: A Profession at War With Itself

Surveying has always been a profession that demands precision, attention to detail, and a willingness to stand your ground when the data says you’re right. After all, when it comes to boundary lines, inches matter, and there’s no prize for being close enough. But somewhere along the way, that necessary professional skepticism—the instinct to double-check, to challenge assumptions—turned inward. Instead of fighting for the integrity of the craft, surveyors started fighting each other.

Spend a day inside any online surveying group—whether on Facebook, LinkedIn, or some crowded forum—and you’ll see it firsthand. A young surveyor posts a question. Maybe it’s about GPS drift. Maybe it’s about interpreting a confusing easement. Maybe they’re new, or maybe they’re just trying to learn. The first answer is helpful. The second is condescending. By the fifth reply, someone’s insulting someone else’s competence, regional knowledge, or accusing them

NOAA’s Critical Role in Surveying – What Happens When It’s Defunded?

While What Happens to Surveying If NOAA Loses Funding? explained the dangers of NOAA’s defunding, this counterpoint considers how surveyors can adapt by building local and private data resilience.

Section 1: Introduction – NOAA’s Role and the Risk of Defunding

The National Oceanic and Atmospheric Administration (NOAA) has long been a cornerstone of the surveying profession, providing essential geospatial data, tide measurements, and satellite-based observations that surveyors rely on for accuracy and consistency. NOAA’s role in the collection and dissemination of environmental data is fundamental to maintaining high standards in surveying, particularly in areas like boundary mapping, environmental monitoring, and coastal management.

However, the increasing political debates around government spending and funding cuts have led to concerns about the future of NOAA’s operations. As the possibility of defunding or downsizing federal agencies like NOAA becomes a reality, the surveying profe

AI & Automation – The Delusion of Effortless Accuracy

In our original exploration of How AI Will Change (Not Replace) the Surveying Profession, we highlighted AI’s potential; this counterpoint reminds us that human judgment remains critical no matter how advanced the tools become.

Section 1: Introduction – Embracing Technology, But Keeping Human Expertise

Surveying is undergoing a revolution. With the rapid advancements in artificial intelligence (AI) and automation, tools like drones, LiDAR, and AI-driven software have been heralded as the future of the profession. These technologies promise increased efficiency, enhanced precision, and the ability to handle tasks that were once labor-intensive and time-consuming. Indeed, automation can improve many aspects of the surveying process—data collection is faster, analysis is more precise, and error rates are reduced.

But there’s a critical question that often goes unasked: As AI takes on more responsibilities, what role is left for the human surveyor? The tools that are revolutionizing survey

Surveying’s Crossroads: A Constructive Counterpoint to the National Surveyors Week Message

As we explore this counterpoint perspective, it’s important to revisit the original discussions that shaped the narrative around National Surveyors Week. For insights into the impact of emerging technology, see How AI Will Change (Not Replace) the Surveying Profession and The Hype vs. Reality of AI in Surveying. The critical role of NOAA was explored in Why NOAA Is The Most Important Agency You’ve Never Thought About and What Happens to Surveying If NOAA Loses Funding?. For the conversation around professional standards and licensure, revisit The Push to Kill Surveying Licensure: Who’s Behind It and Why? and When Licensure Disappears, So Does Accuracy (And Public Trust). Additionally, the importance of knowledge preservation and education was addressed in The Generational Knowledge Gap: Where Are the Next Surveyors? and How to Build the Future of Surveying Through Education. Finally, the profession’s role in defending reality was explored in Surveyors: The Last Defenders of Ground Trut

The Silent Takeover of Surveying Data: How Privatization Threatens the Profession

Introduction:

For centuries, surveying has been a public trust—an essential profession that safeguards property rights, ensures infrastructure stability, and provides the geospatial foundation for entire

economies. At its core, surveying is about accuracy, integrity, and accessibility. It has long been a profession grounded in public records, open data, and professional oversight.

But in the modern era, the pillars that have upheld surveying for generations are being quietly dismantled.

We are witnessing a rapid shift toward privatization—where corporations, not professional surveyors, are seizing control over geospatial data, land records, and even the tools surveyors use to perform their work. Data that was once publicly accessible is being placed behind corporate paywalls. Automated AI tools are being marketed as replacements for licensed professionals. Regulatory oversight is being weakened under the guise of efficiency.

And the worst part? It’s happening in plain sight, but too

Donald Trump and the Potential Positive Impact on the Land Surveying Industry

This is by no means a post rooted in politics. It is an exploratory article about potential. No matter which political affiliation you subscribe to, there should be no question as to whether Land Surveyors have always been a part of Donald Trump's life in real estate. This post explores the potential positive effect that a mention from the 47th president could have on the profession.

Why National Surveyors Week 2025 May Be the Most Important NSW Ever

National Surveyors Week 2025 is not just a celebration—it is a critical opportunity to secure the profession’s future. With increasing threats of deregulation, declining public awareness, and rapid technological transformation, land surveyors must take action to educate, advocate, and engage. In this post we share a new Land Surveying Deregulation Dashboard, Ideas for boosting public awareness and detailed information about which states need the most immediate attention.

Navigating the Changes: What the Trump Administration Could Mean for Land Surveyors

Explore how potential policy shifts under the Trump administration could impact land surveyors, focusing on licensing, union dynamics, and regulatory adjustments. This detailed guide offers actionable insights, charts, and strategies to help surveyors stay informed, adapt to changes, and seize emerging opportunities in a rapidly evolving professional landscape.

Questionable Practices in Land Surveying: Observations from 18 Years of Surveyor Community Management

As experienced land surveyors, we've observed outdated practices that persist in the industry despite advancements in technology. This article explores these questionable methods, offering historical insights and real-world examples to illustrate why modernization is crucial.

Writing a Legal Description as a Professional Land Surveyor (Including Checklist)

Accurate and concise legal descriptions are the lifeblood of land surveying, providing the legal framework for property boundaries. In our article, we emphasize the paramount importance of getting these descriptions right and introduce a valuable resource, "Writing a Legal Description as a Professional Land Surveyor." This comprehensive checklist guides surveyors through the intricacies of crafting impeccable legal descriptions, from choosing the right land description system to reconciling overlaps and gaps. By mastering this critical skill, surveyors not only ensure legal certainty but also safeguard property rights and facilitate smooth real estate transactions. Don't miss the opportunity to enhance your expertise with our indispensable guide.

A Comprehensive Guide to Land Surveys: Uncovering the Different Types and Their Real-World Applications

Land surveys are vital tools utilized by professional land surveyors to accurately measure and map various aspects of a property. These surveys serve distinct purposes, tailored to the specific requirements of different projects and scenarios. In this comprehensive guide, we will explore the different types of land surveys, shedding light on their unique characteristics and real-world applications.

Land Surveyors' Vital Role in Construction Layout: Expert Insights and Guidance

Unlock the secrets to successful construction layout with the invaluable expertise of land surveyors. Discover their vital role in ensuring precise placement and alignment of structures in this insightful article. Explore the significance of land surveyors in construction projects, from interpreting design plans to establishing control points and providing quality control, for flawless execution.

The Crucial Role of Land Surveyors in Land Development Projects

From assessing feasibility to boundary determination, site planning, construction layout, and documentation, land surveyors provide invaluable expertise and data that are vital to the success of such projects. In this post, we will delve into the various responsibilities and contributions of land surveyors, highlighting their essential role in ensuring accurate measurements, compliance with regulations, and the overall success of land development endeavors.

Survey Legal Descriptions Guide + AI Tool for Surveyors

Legal descriptions are important because they provide a clear and accurate definition of a property's boundaries, which can be used in legal documents such as deeds, contracts, and property records. In this guide, we will explain the legal descriptions used in land surveying for (State or Province), including metes and bounds, the government rectangular survey system, and lot and block.

How accurate are land survey measurements?

I get the same question a lot. "Why can't I just survey my land with my phone? It has GPS in it." The truth is while smartphones are convenient and useful for many tasks, they are not suitable for professional land surveying. To ensure accurate and reliable results, it is important to use specialized equipment and software designed for accuracy and precision, and to follow established standards and procedures.

What is "Double Rodding" in Land Surveying?

Double rodding is a technique used in land surveying to ensure the accuracy of measurements taken with a leveling instrument, such as a level or transit. The process involves using two rods, one placed in the location where the measurement is being taken and another at a predetermined distance away.

What is a Zenith and how is a Zenith used in Land Surveying?

Exploring the term Zenith and how it is used in Land Surveying

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Do you have an article about Land Surveying that you would like to share?

Land Surveying is a timeless art and science and it is therefore, evergreen! You may also know that a lot of older publications have gone away, unfortunately. If you have written or published land surveying articles in the past, we would be honored for you to share them here with us. If it is an older article, you can even republish it here with updates and reflections.

class="block"Tip: If you published an article in the past on one of the older sites which no longer exist, you can use the Wayback Machine to find it. Then just copy/paste the old article inside a new post here. Just be sure to tell us where it was previously posted.

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Differences between Forums, Blogs and Article posts

Forum Posts are great for asking questions which have a definate answer. Forum posts are best for a quick exchange of information between Land Surveyors United members. Please note that All Community Hubs have their own dedicated Forums so if your post is related to a specific hub, it is best to ask your question or share your tip inside the hub in which it belongs for targeted answers. For example, if your question relates to Leica equipment, ask your question inside the Leica Hub forum for best results as all members inside that hub uses the equipment in question. Likewise if your question pertains to a Location, you should consider making your post inside the appropriate hub.

Add Discussion

Blog Postsdiffer from Forum posts because you can embed and upload different kinds of information. Blog posts are best for presenting information and updates for feedback and sharing. When posting a Blog Post, you can also publish a short excerpt at the bottom which is what most members will see before reading the blog post. Blog posts are also great for posting new surveying projects and digests of links to multiple surveying topics or your own website. Things that can be embedded into Blog Posts are videos, images, slideshows, powerpoints, spreadsheets, PDFs, documents and more.

Add Blog Post

Articles are similar to Blog Posts in all ways except one. Articles allow for you to post an Author Block at the bottom with links to your contact info, website information, credentials, etc. Similar to Blog Posts, things that can be embedded into Blog Posts are videos, images, slideshows, powerpoints, spreadsheets, PDFs, documents and more. Similar to both types above, Hub Owners can add article sections and features to any hub they control on the community.

Add Article

The Vanishing — How AI Is Mapping History Out of Existence

A Profession at a Crossroads — Too Few Recruits, Too Many Barriers

In The Generational Knowledge Gap: Where Are the Next Surveyors?, we addressed knowledge loss; this counterpoint suggests blending mentorship with new technologies to future-proof surveying.

Section 1: Introduction – The Generational Knowledge Gap

I. Introduction: A Profession at War With Itself

While What Happens to Surveying If NOAA Loses Funding? explained the dangers of NOAA’s defunding, this counterpoint considers how surveyors can adapt by building local and private data resilience.

Section 1: Introduction – NOAA’s Role and the Risk of Defunding

In our original exploration of How AI Will Change (Not Replace) the Surveying Profession, we highlighted AI’s potential; this counterpoint reminds us that human judgment remains critical no matter how advanced the tools become.

Section 1: Introduction – Embracing Technology, But Keeping Human Expertise

Note: this page is for Futurist members who support the community and help us sustain financially.Please subscribe to unlock this page an almost 100 surveyor tools.

Note: this page is for Futurist members who support the community and help us sustain financially.Please subscribe to unlock this page an almost 100 surveyor tools.

Note: this page is for Futurist members who support the community and help us sustain financially.Please subscribe to unlock this page an almost 100 surveyor tools.

Note: this page is for Futurist members who support the community and help us sustain financially.Please subscribe to unlock this page an almost 100 surveyor tools.

Note: this page is for Futurist members who support the community and help us sustain financially.Please subscribe to unlock this page an almost 100 surveyor tools.

Note: this page is for Futurist members who support the community and help us sustain financially.Please subscribe to unlock this page an almost 100 surveyor tools.

Note: this page is for Futurist members who support the community and help us sustain financially.Please subscribe to unlock this page an almost 100 surveyor tools.

Note: this page is for Futurist members who support the community and help us sustain financially.Please subscribe to unlock this page an almost 100 surveyor tools.

In ***The Generational Knowledge Gap: Where Are the Next Surveyors?*, we addressed knowledge loss; this counterpoint suggests blending mentorship with new technologies to future-proof surveying.**