Investigadores desarrollan sistema de detección de sargazo.

Usando arquitecturas de redes neuronales, investigadores diseñaron una red neuronal profunda para detectar el sargazo.

Constantemente las playas que se ubican en la zona del Caribe experimentan la llegada de la macroalga conocida como sargazo.

Esto genera consecuencias negativas en el entorno medio ambiental, en los ecosistemas marinos y en la economía local de las localidades que desarrollan actividades turísticas.

Pero un grupo de investigadores Chiapanecos, generó un técnicas de detección del sargazo.

La técnica emplea un algoritmo novedoso para la detección de sargazo pelágico flotante y acumulado a lo largo de la costa de Quintana Roo, México.

Técnica empleada.

Usando arquitecturas de redes neuronales recurrentes y convolucionales, se diseñó una red neuronal profunda llamada ERISNet.

Esta red neuronal sirve para detectar las macroalgas a lo largo de la costa a través del soporte de detección remota.

El conjunto de datos, que incluye valores de píxeles con y sin sargazo para entrenar y probar ERISNet.

Imagen: Especial/Web

Se utilizaron imágenes de Aqua-MODIS para construir el conjunto de datos

Tras el proceso, el algoritmo diseñado alcanzó un 90% de probabilidad en las habilidades de clasificación.

Ahora ERISNet proporciona una nueva perspectiva para detectar con precisión la llegada de floraciones de algas.

¿Qué es el sargazo?

Es una biomasa de macro alga que flota y que comenzó a ser reportada desde el año 2011 en las costas del caribe mexicano.

El sargazo no permanece en mar abierto, sino que llega y se aloja en la costa, causando cambios en el ecosistema y molestia para los visitantes.

Imagen: Especial/Web

Pero ahora la teledetección en una nueva técnica que puede ser empleada.

Mediante el resplandor espectral que deja el agua o la reflectancia de la superficie, la teledetección sirve como medio principal para estudiar los componentes de océano suspendidos o disueltos en el agua.

Imagen: Especial/Web

Otros lugares a donde arriba esta macroalga llamada sargazo, es la región del Atlántico centro-occidental, el mar Amarillo y el golfo de México, además del mar Caribe.

La red neuronal.

ERISNet es una red neuronal profunda diseñada para detectar sargazo a lo largo de la costa.

Se inspira principalmente en dos tipos de arquitecturas: Redes neuronales convolucionales (CNN) y redes neuronales recurrentes (RNN).

Un problema presente en prácticamente todos los modelos de Machine Learning es el sobreajuste.

Imagen: ECOSUR

Por lo que durante el diseño de la arquitectura propuesta, se prestó especial atención a mantener el equilibrio entre optimización.

Así como la generalización de la red mediante el uso de diferentes mecanismos como abandono, normalización de lotes y regularización de peso.

¡Una nueva técnica para contribuir al cuidado del medio ambiente!

Con información de ECOSUR.

Somos Extremo Mundial.

52 thoughts on “Investigadores desarrollan sistema de detección de sargazo.

  • Does your website have a contact page? I’m having problems locating it
    but, I’d like to shoot you an email. I’ve got some recommendations for your blog you might be interested in hearing.
    Either way, great site and I look forward to seeing it grow
    over time.

  • Hello There. I discovered your weblog the use of msn.
    This is a really neatly written article. I will be sure
    to bookmark it and return to learn extra of your helpful info.
    Thanks for the post. I’ll certainly return.

  • Spot on with this write-up, I seriously think this site
    needs far more attention. I’ll probably be back again to see more, thanks for the information!

  • Hi there, I found your blog by the use of Google at the same
    time as searching for a comparable topic, your web site came up, it seems good.
    I’ve bookmarked it in my google bookmarks.

    Hi there, simply was alert to your weblog thru Google, and
    found that it’s really informative. I am gonna watch
    out for brussels. I’ll appreciate if you proceed this in future.
    Many other folks might be benefited from your writing.

  • After I originally left a comment I appear to have clicked the -Notify me when new comments are added- checkbox and now every time a comment is added I get four emails with the exact same comment. Is there a means you are able to remove me from that service? Thank you!

  • First off I would like to say wonderful blog!
    I had a quick question which I’d like to ask if you don’t mind.
    I was curious to know how you center yourself and clear your mind prior to writing.

    I’ve had difficulty clearing my mind in getting my thoughts out there.

    I truly do take pleasure in writing but it just seems
    like the first 10 to 15 minutes are usually wasted just trying
    to figure out how to begin. Any recommendations or hints?
    Appreciate it!

  • I’m impressed, I must say. Seldom do I come across a blog that’s both equally educative and interesting,
    and without a doubt, you’ve hit the nail on the head.
    The issue is an issue that not enough men and women are speaking intelligently about.
    I’m very happy that I stumbled across this during
    my hunt for something regarding this.

  • Very good information. Lucky me I came across your blog by chance
    (stumbleupon). I’ve saved it for later!

  • Terrific post but I was wondering if you could write a litte more on this topic?
    I’d be very thankful if you could elaborate a little bit more.
    Thank you!

  • Woah! I’m really enjoying the template/theme of this blog.

    It’s simple, yet effective. A lot of times it’s difficult to get that
    «perfect balance» between user friendliness and appearance.
    I must say you’ve done a excellent job with this. Additionally, the blog loads very quick for me on Firefox.
    Excellent Blog!

  • I loved as much as you will receive carried out right here.
    The sketch is tasteful, your authored material stylish.
    nonetheless, you command get got an nervousness over that you wish be delivering the following.
    unwell unquestionably come more formerly again since exactly the
    same nearly a lot often inside case you shield this hike.

  • obviously like your web-site however you have to check the spelling on several of
    your posts. A number of them are rife with spelling issues and I in finding it very bothersome to inform the truth nevertheless I’ll surely
    come again again.

  • Everything is very open with a really clear explanation of the issues. It was definitely informative. Your site is useful. Many thanks for sharing!

  • Hello, There’s no doubt that your website may be having web browser compatibility
    problems. When I take a look at your blog in Safari, it looks fine but when opening
    in IE, it’s got some overlapping issues. I merely wanted to provide you with a quick heads up!
    Besides that, wonderful blog!

  • A portion of FSA loan funds are set aside for Minority and Girls
    Farmers and Ranchers to get and operate a farm or ranch.

    Alsoo viit my blog post :: 소액대출

  • This is fairly uncomplicated, you sign up at the casino and they
    give you a straight up No-Deposit Bonus with funds
    credited directly to your bohus account.

    Here is my web site –

  • They carry out gynecological exams and supply household planning services and
    prenatal care.

    Here iis my web site: website

  • The operator pays thhe affiliate a percentage of the earnings generated by the plyers that
    the affiliate directs to the site.

    Herre is my site Online Casino

  • The young man quit his job and turned his dating life into his full-time gig producing “two seasons”
    of “50 Dates 50 States,” and documernting his journey for his 547,700 TikTok followers.

    Have a look att my blog post – 단란주점알바

  • Focusing solely on education oes noot address the reality that ladies have a tendency to leave the profession at a larger
    price than guys.

    Feel free to visit my blog 룸싸롱알바

  • It’s perfect time to make some plans for the long run and it is time to
    be happy. I have learn this post and if I may I want to suggest you
    few fascinating issues or tips. Perhaps you could write next articles relating to
    this article. I want to read more issues about it!

  • Admiring the hard work you put into your website and in depth
    information you present. It’s awesome to come across a blog every once in a while that isn’t the same out of date
    rehashed information. Great read! I’ve saved your site and I’m including your RSS feeds to my Google account.

  • What’s up mates, fastidious paragraph and pleasant arguments commented at this place, I am
    really enjoying by these.

  • Hey! Would you mind if I share your blog
    with my twitter group? There’s a lot of people that I think would really enjoy your
    content. Please let me know. Cheers

  • Hey there! This post could not be written any better!
    Reading this post reminds me of my good old room mate!
    He always kept chatting about this. I will forward this page to him.
    Pretty sure he will have a good read. Thank you
    for sharing!

  • Everything is very open with a precise description of the challenges.

    It was truly informative. Your site is extremely helpful.

    Many thanks for sharing!

  • We are a bunch of volunteers and starting a brand new scheme in our community.
    Your website provided us with helpful info to work on. You’ve
    done a formidable task and our entire community will probably be thankful to you.

  • Good day! This post couldn’t be written any better! Reading through this post reminds me of
    my good old room mate! He always kept chatting about this.
    I will forward this post to him. Fairly certain he will have
    a good read. Many thanks for sharing!

  • You ought to be a part of a contest for one of the finest sites
    online. I most certainly will recommend this website!

  • An intriguing discussion is worth comment. I think that you need to publish more
    about this subject, it may not be a taboo matter but usually people
    don’t discuss such issues. To the next! Best wishes!!

  • Hi there great blog! Does running a blog like this take a lot of work?
    I have virtually no expertise in coding however I had been hoping to start my
    own blog in the near future. Anyhow, if you have any suggestions or
    tips for new blog owners please share. I know this is off
    subject but I simply needed to ask. Thanks!

  • Nice post. I learn something totally new and challenging on sites I stumbleupon every day.
    It’s always useful to read through content from other authors and practice a little something from other websites.

  • Thanks for ones marvelous posting! I certainly
    enjoyed reading it, you could be a great author.I will be sure to bookmark your blog
    and will come back very soon. I want to encourage you to definitely
    continue your great job, have a nice holiday weekend!

  • Very great post. I just stumbled upon your weblog and wanted to
    say that I’ve truly enjoyed surfing around your blog
    posts. After all I will be subscribing for your rss feed
    and I am hoping you write once more soon!

  • Admiring the hard work you put into your
    blog and detailed information you provide. It’s nice to come across a
    blog every once in a while that isn’t the same old rehashed information.
    Wonderful read! I’ve saved your site and I’m including your RSS feeds to my Google account.

  • Thank you, I’ve just been looking for information about this topic for a long time and yours is the best I have found out so far.
    But, what about the conclusion? Are you sure about the

  • Why viewers still make use of to read news papers when in this technological world the whole thing is available on web?

  • I’ve been browsing online more than three hours today, yet I never found any interesting article like yours.
    It is pretty worth enough for me. Personally, if all webmasters and bloggers made good content as you
    did, the internet will be a lot more useful than ever

  • Wow that was unusual. I just wrote an really long
    comment but after I clicked submit my comment didn’t appear.
    Grrrr… well I’m not writing all that over again. Anyhow, just wanted to say great blog!


Deja una respuesta

Tu dirección de correo electrónico no será publicada. Los campos obligatorios están marcados con *