diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..abb8161
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,50 @@
+[build-system]
+requires = ["setuptools"]
+build-backend = "setuptools.build_meta"
+
+[tool.setuptools.packages.find]
+include = ["spyndex*"]
+
+[project]
+name = "spyndex"
+version = "0.5.1"
+authors = [
+    {name = "David Montero Loaiza", email = "dml.mont@gmail.com"},
+]
+description = "Awesome Spectral Indices in Python"
+readme = "README.md"
+
+requires-python = ">=3.7"
+
+classifiers=[
+    "Development Status :: 2 - Pre-Alpha",
+    "License :: OSI Approved :: MIT License",
+    "Programming Language :: Python",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.7",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.9",
+]
+
+dependencies = [
+    "dask>=2023.7.0",
+    "eemont>=0.3.6",
+    "matplotlib",
+    "pandas>=2.0.3",
+    "python-box>=6.0",
+    "requests",
+    "seaborn",
+    "xarray>=2023.6.0",
+]
+
+[project.urls]
+"Bug Tracker"= "https://github.com/awesome-spectral-indices/spyndex/issues"
+Documentation =  "https://spyndex.readthedocs.io"
+"Source Code" = "https://github.com/awesome-spectral-indices/spyndex"
+
+[tool.setuptools.package-data]
+"spyndex.data" = ["*.json"]
+
+# Compatibility between black and isort
+[tool.isort]
+profile = "black"
diff --git a/setup.py b/setup.py
deleted file mode 100644
index afc740f..0000000
--- a/setup.py
+++ /dev/null
@@ -1,46 +0,0 @@
-import io
-import os
-import re
-
-from setuptools import find_packages, setup
-
-
-def read(filename):
-    filename = os.path.join(os.path.dirname(__file__), filename)
-    text_type = type(u"")
-    with io.open(filename, mode="r", encoding="utf-8") as fd:
-        return re.sub(text_type(r":[a-z]+:`~?(.*?)`"), text_type(r"``\1``"), fd.read())
-
-
-setup(
-    name="spyndex",
-    version="0.5.0",
-    url="https://github.com/awesome-spectral-indices/spyndex",
-    license="MIT",
-    author="David Montero Loaiza",
-    author_email="dml.mont@gmail.com",
-    description="Awesome Spectral Indices in Python",
-    long_description=read("README.md"),
-    long_description_content_type="text/markdown",
-    packages=find_packages(exclude=("tests",)),
-    package_data={"spyndex": ["data/*.json"]},
-    install_requires=[
-        "dask>=2023.7.0",
-        "eemont>=0.3.6",
-        "matplotlib",
-        "pandas>=2.0.3",
-        "python-box>=6.0",
-        "requests",
-        "seaborn",
-        "xarray>=2023.6.0",
-    ],
-    classifiers=[
-        "Development Status :: 2 - Pre-Alpha",
-        "License :: OSI Approved :: MIT License",
-        "Programming Language :: Python",
-        "Programming Language :: Python :: 3",
-        "Programming Language :: Python :: 3.7",
-        "Programming Language :: Python :: 3.8",
-        "Programming Language :: Python :: 3.9",
-    ],
-)