diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 0000000..07fe41c
--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1,2 @@
+# GitHub syntax highlighting
+pixi.lock linguist-language=YAML linguist-generated=true
diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index eb7dbf0..beb4b9e 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -5,3 +5,7 @@ updates:
     directory: "/"
     schedule:
       interval: "weekly"
+    groups:
+      dependencies:
+        patterns:
+          - "*"
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index fe68759..b28a3aa 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -18,39 +18,41 @@ concurrency:
 
 defaults:
   run:
-    # See https://github.com/marketplace/actions/setup-micromamba#about-login-shells
     shell: bash -leo pipefail {0}
 
 jobs:
-  test:
+  unit-tests:
     runs-on: ubuntu-latest
-    strategy:
-      fail-fast: false
-
     steps:
       - name: Checkout source files
         uses: actions/checkout@v4
 
-      - name: Setup micromamba and install/cache dependencies
-        env:
-          # Prevent timeouts with micromamba (libmamba) during dependency installation
-          MAMBA_NO_LOW_SPEED_LIMIT: 1
-        uses: mamba-org/setup-micromamba@v2
-        with:
-          cache-environment: true
-          create-args: --category main dev
-          environment-file: conda-lock.yml
-          environment-name: gedi_subset
-          micromamba-version: 1.5.10-0
-
-      - name: Install GEDI Subsetter
-        run: python -m pip install --no-deps -e .
+      - name: Setup Pixi
+        uses: prefix-dev/setup-pixi@v0.8.3
 
       - name: Run unit tests
-        run: |
-          make test
+        run: pixi run test
+
+  type-analysis:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout source files
+        uses: actions/checkout@v4
+
+      - name: Setup Pixi
+        uses: prefix-dev/setup-pixi@v0.8.3
+
+      - name: Run static type analysis
+        run: pixi run mypy
+
+  validate-installation:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout source files
+        uses: actions/checkout@v4
+
+      - name: Setup Pixi
+        uses: prefix-dev/setup-pixi@v0.8.3
 
-      - name: Run type checks
-        if: always()
-        run: |
-          make typecheck
+      - name: Validate "prod" installation
+        run: bin/build.sh
diff --git a/.gitignore b/.gitignore
index cb35353..393f0f6 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,4 @@
+.pixi
 .envrc
 maap.cfg
 memray-*
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 634a32d..513a4e9 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -16,7 +16,7 @@ repos:
     rev: v5.0.0
     hooks:
       - id: check-added-large-files
-        exclude: conda-lock.yml
+        exclude: pixi.lock
       - id: check-case-conflict
       - id: check-executables-have-shebangs
       - id: check-json
@@ -37,7 +37,6 @@ repos:
         # optional: list of Conventional Commits types to allow e.g. [feat, fix, ci, chore, test]
         args: []
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    # Ruff version.
     rev: v0.9.7
     hooks:
       - id: ruff
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index a6e166c..6126765 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -1,7 +1,6 @@
 # Contributing
 
 - [Development Setup](#development-setup)
-- [Managing Dependencies](#managing-dependencies)
 - [Testing](#testing)
   - [Testing CMR Queries](#testing-cmr-queries)
   - [Linting and Running Unit Tests](#linting-and-running-unit-tests)
@@ -16,68 +15,34 @@ To contribute to this work, you must obtain access to the [NASA MAAP], where the
 Algorithm Development Environment (ADE) resides, and thus where algorithms can
 be registered and launched.
 
-If you wish to conduct development work outside of the ADE, you'll need to have
-the following installed in your environment (the ADE has these pre-installed):
+You'll need to have the following installed in your development environment
+(wherever you plan to conduct development, within the ADE or not):
 
-- `git`: On macOS, using Homebrew is highly recommended: `brew install git`.
-  Otherwise, see <https://git-scm.com/downloads>.
-- `conda`: On macOS, using Homebrew to install Miniforge (containing `conda`) is
-  highly recommended: `brew install --cask miniforge`.  Otherwise, see
-  <https://github.com/conda-forge/miniforge>.
+- `git` (already installed in the ADE): On macOS, using Homebrew is highly
+  recommended: `brew install git`.  Otherwise, see
+  <https://git-scm.com/downloads>.
+- `pixi`: See [Pixi Installation](https://pixi.sh/latest/#installation)
+  (**Hint:** if you want to use the `curl` command, but don't have `curl`
+  installed, but you have `wget` installed, you can replace `curl -fsSL` with
+  `wget -qO-` [note the capital letter `O` and the trailing dash])
 
-You must also have `make` installed.  On macOS, `make` should already be
-installed.  On Linux, if not already installed, you must locate installation
-instructions appropriate for your system package manager.
+To prepare for contributing, do the following in your development environment
+(see example commands below):
 
-**In the ADE**, `make` is not installed by default (at least not yet; see
-[Install `make` in all ADE images](https://github.com/MAAP-Project/Community/issues/943)),
-and must be installed as follows:
+1. Clone this GitHub repository.
+1. Change directory to the cloned working directory.
+1. Install (and run) Git pre-commit hooks
+1. If desired, activate the default Pixi environment
+
+For example, after installing `git` (if necessary) and `pixi`:
 
 ```plain
-apt-get update && apt-get install make -y
+git clone git@github.com:MAAP-Project/gedi-subsetter.git
+cd gedi-subsetter
+pixi run lint  # install and run pre-commit hooks
+pixi shell     # if desired, activate the default Pixi environment
 ```
 
-To prepare for contributing, do the following on your development system (either
-within the ADE or wherever else you're conducting development):
-
-1. Clone this GitHub repository.
-1. Change directory to the cloned working directory.
-1. Create the `gedi_subset` conda environment: `make build`
-1. Install (and run) Git pre-commit hooks: `make lint`
-1. If desired, activate the `gedi_subset` conda environment:
-   `conda activate gedi_subset` (**NOTE:** This is not necessary for running
-   any of the `make` commands, which automatically use the `gedi_subset`
-   environment even when the environment is not activated.)
-
-## Managing Dependencies
-
-To minimize the time it takes to install dependencies on the Docker image
-created during algorithm registration, we leverage `conda-lock` to pre-resolve
-dependencies and generate a lock file, to avoid dependency resolution during
-registration.  This means that we manage dependencies and update the lock file
-as follows:
-
-1. Dependencies required by the algorithm are specified in `environment.yml`.
-   (These are the only dependencies that will be installed in DPS.)
-1. Development dependencies (for testing, static code analysis, notebooks, etc.)
-   are specified in `environment-dev.yml`.
-1. We use `conda-lock` to generate the lock file `conda-lock.yml` from the files
-   above, whenever we make a change to at least one of the files.
-
-Within `environment.yml` and `environment-dev.yml` we intentionally _avoid_
-specifying _exact_ (`==`) versions to avoid resolution conflicts that might
-prevent successful dependency resolution by giving the resolver enough
-flexibility to satisfy all requirements.  When versions are specified, they are
-only to ensure we use versions with necessary features or bug fixes, and
-typically use the [compatible release operator] (`~=`) to constrain only the
-_major_ version of a dependency.
-
-**IMPORTANT:** Whenever you make changes to either `environment.yml` or
-`environment-dev.yml`, you must regenerate `conda-lock.yml` and install the
-updated dependencies into the `gedi_subset` conda environment on your
-development workstation.  This is done automatically by running `make build`,
-which will also update the `gedi_subset` environment as necessary.
-
 ## Testing
 
 Successfully running linting and testing locally should ensure that the GitHub
@@ -86,7 +51,7 @@ Actions workflow triggered by your PR will succeed.
 ### Testing CMR Queries
 
 We leverage the `vcrpy` library to record responses to HTTP/S requests.  When
-running _existing_ tests, these recordings (_cassettes_ in `vcrp` parlance) are
+running _existing_ tests, these recordings (_cassettes_ in `vcrpy` parlance) are
 replayed so that repeated test executions do _not_ make repeated requests.
 Therefore, if you are not adding or modifying such tests, there is no need to
 have a network connection, nor any need to run the tests within the ADE.
@@ -96,17 +61,27 @@ new tests that make CMR queries (or modifying existing ones) will not only
 require a network connection in order to record live responses, but will also
 require that you obtain such recordings by running the new/modified tests within
 the ADE in order to have the necessary auth in play.  Otherwise, the CMR queries
-will either fail, or produce incorrect responses.
+will either fail or produce incorrect responses.
 
 ### Linting and Running Unit Tests
 
 Linting runs a number of checks on various files, such as making sure your code
-adheres to coding conventions and that the conda lock file is in sync with the
-conda environment files, among other things.  To "lint" the files in the repo,
-as well as run unit tests, run the following:
+adheres to coding conventions, among other things.  To "lint" the files in the
+repo, as well as run unit tests, run the following:
+
+```plain
+pixi run lint  # check formatting and code conventions
+pixi run mypy  # perform static type checks
+pixi run test  # run unit tests
+```
+
+If you have activated the default Pixi shell via `pixi shell`, you can either
+use the commands above, or you can use these instead:
 
 ```plain
-make lint typecheck test
+pre-commit  # check formatting and code conventions
+mypy        # perform static type checks
+pytest      # run unit tests
 ```
 
 If you see any errors, address them and repeat the process until there are no
@@ -120,15 +95,15 @@ GitHub Actions workflows.  After installing `act`, run the following command
 from the root of the repo:
 
 ```plain
-act pull_request
+act
 ```
 
 **NOTE:** `act` uses a Docker container, so this will _NOT_ work within the ADE.
 You must use `act` in an environment where Docker is installed.
 
-The command above will initially take several minutes, but subsequent runs will
-execute more quickly because only the first run must pull the `act` Docker
-image.
+The command above will initially take several minutes, but subsequent runs
+should execute more quickly because only the first run must pull the `act`
+Docker image.
 
 ## Submitting a Pull Request
 
@@ -265,8 +240,6 @@ a new release:
 1. Register the new release of the algorithm as described in the previous
    section.
 
-[compatible release operator]:
-  https://peps.python.org/pep-0440/#compatible-release
 [Keep a Changelog]:
   https://keepachangelog.com/en/1.0.0/
 [NASA MAAP]:
diff --git a/Makefile b/Makefile
deleted file mode 100644
index 04016d5..0000000
--- a/Makefile
+++ /dev/null
@@ -1,56 +0,0 @@
-CONDA_EXE ?= conda
-CONDA_ENV_NAME = gedi_subset
-CONDA_PREFIX = $(shell $(CONDA_EXE) info --base)/envs/$(CONDA_ENV_NAME)
-# NOTE: The python version is hard-coded here.  If the python version changes,
-#       this will need to be updated.
-MAAP = $(CONDA_PREFIX)/lib/python3.11/site-packages/maap
-
-.DEFAULT_GOAL := help
-
-.PHONY: help lock build clean test lint check
-
-help: Makefile
-	@echo
-	@echo "Usage: make [options] target ..."
-	@echo
-	@echo "Run 'make -h' to list available options."
-	@echo
-	@echo "Available targets:"
-	@echo
-	@sed -n 's/^##//p' $< | column -t -s ':' | sed -e 's/^/ /'
-	@echo
-
-# NOTE: This will fail if the conda environment does not exist.  Run `make build`.
-conda-lock.yml: environment.yml environment-dev.yml bin/lock
-	@bin/lock
-
-$(CONDA_PREFIX): bin/create
-	@bin/create
-
-$(MAAP): $(CONDA_PREFIX) conda-lock.yml bin/install
-	@bin/install --dev
-
-## lock: generate the lock file (conda-lock.yml) for the gedi_subset environment
-# Simply a convenience target to generate the lock file since typing `make lock`
-# is easier than typing `make conda-lock.yml` (if not using tab completion).
-# NOTE: This will fail if the conda environment does not exist.  Run `make build`.
-lock: conda-lock.yml
-
-## build: build the gedi_subset environment with dependencies from conda-lock.yml
-build: $(MAAP)
-
-## clean: remove the gedi_subset Jupyter kernel and gedi_subset environment
-clean:
-	@bin/clean
-
-## test: run unit tests
-test:
-	@bin/run pytest -v --record-mode=once
-
-## lint: run file/code linters
-lint:
-	@bin/run pre-commit run -a
-
-## typecheck: run the type checker against the codebase
-typecheck:
-	@bin/run mypy src tests typings
diff --git a/algorithm_config.yaml b/algorithm_config.yaml
index 26349a2..eac0a49 100644
--- a/algorithm_config.yaml
+++ b/algorithm_config.yaml
@@ -5,7 +5,7 @@ repository_url: https://github.com/MAAP-Project/gedi-subsetter.git
 docker_container_url: mas.maap-project.org/root/maap-workspaces/custom_images/maap_base:v4.1.0
 disk_space: 20GB
 queue: maap-dps-worker-32vcpu-64gb
-build_command: gedi-subsetter/bin/build-dps
+build_command: gedi-subsetter/bin/build.sh
 run_command: gedi-subsetter/bin/subset.sh
 inputs:
   config: []
diff --git a/bin/algo/delete b/bin/algo/delete
index 09d57ea..fe263f8 100755
--- a/bin/algo/delete
+++ b/bin/algo/delete
@@ -52,15 +52,15 @@ fi
 
 stderr "Deleting algorithm '${algorithm_id}'..."
 
-bin=$(dirname "$(dirname "$(readlink -f "$0")")")
-
-message=$("${bin}/run" --quiet python -c "
+read -r -d '' delete_algorithm <<EOF || true
 from maap.maap import MAAP
 
 maap = MAAP()
 
-if not (r := maap.deleteAlgorithm('${algorithm_id}')):
-    print(r.json()['message'])
-")
+if not (r := maap.deleteAlgorithm("${algorithm_id}")):
+    print(r.json()["message"])
+EOF
+
+message=$(pixi run --quiet --no-progress -- python -c "${delete_algorithm}")
 
 [[ -z "${message}" ]] || (stderr "Error: ${message}" && exit 1)
diff --git a/bin/algo/describe b/bin/algo/describe
index 9bb8e00..69efaea 100755
--- a/bin/algo/describe
+++ b/bin/algo/describe
@@ -28,9 +28,7 @@ algorithm_version=$(grep "^algorithm_version:" "${yaml_file}" | sed -E 's/algori
 [[ "${branch}" != "main" ]] && algorithm_version=${branch}
 algorithm_id="${algorithm_name}:${algorithm_version}"
 
-bin=$(dirname "$(dirname "$(readlink -f "$0")")")
-
-"${bin}/run" --quiet python -c "
+read -r -d '' describe_algorithm <<EOF || true
 import json
 import sys
 import tempfile
@@ -40,11 +38,13 @@ from maap.maap import MAAP
 
 maap = MAAP()
 
-if r := maap.describeAlgorithm('${algorithm_id}'):
+if r := maap.describeAlgorithm("${algorithm_id}"):
     # This response is XML, not JSON, unfortunately, so the output is not
     # convenient to read.
     print(r.text)
 else:
     print(r.text, file=sys.stderr)
     sys.exit(1)
-"
+EOF
+
+pixi run --quiet --no-progress -- python -c "${describe_algorithm}"
diff --git a/bin/algo/register b/bin/algo/register
index bb50536..7bfc68f 100755
--- a/bin/algo/register
+++ b/bin/algo/register
@@ -78,7 +78,7 @@ fi
 
 stderr "Registering algorithm '${algorithm_id}' (${yaml_file})..."
 
-script="
+read -r -d '' register_algorithm <<EOF || true
 import json
 import sys
 import tempfile
@@ -88,25 +88,25 @@ from maap.maap import MAAP
 
 maap = MAAP()
 
-with open('${yaml_file}') as f:
+with open("${yaml_file}") as f:
     algorithm_config = yaml.safe_load(f)
 
-with tempfile.NamedTemporaryFile('w+') as f:
+with tempfile.NamedTemporaryFile("w+") as f:
     # Replace the algorithm version, write the modified config to a temporary
     # file, then rewind the file pointer to the beginning so it can be read for
     # registration.
-    algorithm_config['algorithm_version'] = '${algorithm_version}'
+    algorithm_config["algorithm_version"] = "${algorithm_version}"
     json.dump(algorithm_config, f, indent=2)
     f.seek(0)
 
     if r := maap.register_algorithm_from_yaml_file(f.name):
         print(json.dumps(r.json(), indent=2))
     else:
-        print(r.json()['message'])
+        print(r.json()["message"])
         sys.exit(1)
-"
+EOF
 
-if message=$("${bin}/run" --quiet python -c "${script}"); then
+if message=$(pixi run --quiet --no-progress -- python -c "${register_algorithm}"); then
     echo "${message}"
 else
     stderr "Error: ${message}"
diff --git a/bin/build b/bin/build
deleted file mode 100755
index 73fe320..0000000
--- a/bin/build
+++ /dev/null
@@ -1,13 +0,0 @@
-#!/usr/bin/env bash
-
-# Install dependencies from the conda lock file into the gedi_subset conda
-# environment, and then install gedi-subsetter in editable mode.  If development
-# dependencies were installed, also install the conda environment as a Jupyter
-# kernel.
-
-set -euo pipefail
-
-bin=$(dirname "$(readlink -f "$0")")
-
-"${bin}/create"
-"${bin}/install" "$@"
diff --git a/bin/build-dps b/bin/build-dps
deleted file mode 100755
index 7e1c621..0000000
--- a/bin/build-dps
+++ /dev/null
@@ -1,20 +0,0 @@
-#!/usr/bin/env bash
-
-# Builds the 'gedi_subset' conda environment specifically for the DPS system.
-# This script is intended to be specified in algorithm_config.yaml as the build
-# command for the algorithm, like so:
-#
-#     build_command: bin/build-dps
-#
-# This is necessary because DPS does NOT support specifying arguments to the
-# command, such as the following:
-#
-#     # DON'T DO THIS, IT WON'T WORK
-#     build_command: bin/build --no-dev
-#
-
-set -euo pipefail
-
-basedir=$(dirname "$(readlink -f "$0")")
-
-"${basedir}/build" --no-dev
diff --git a/bin/build.sh b/bin/build.sh
new file mode 100755
index 0000000..9fd75c6
--- /dev/null
+++ b/bin/build.sh
@@ -0,0 +1,39 @@
+#!/usr/bin/env bash
+
+set -euo pipefail
+
+# Install pixi if not already installed on the PATH
+
+pixi=$(type -p pixi || true)
+
+if [[ -z "${pixi}" ]]; then
+    pixi_home=${HOME}/.pixi
+    pixi=${pixi_home}/bin/pixi
+    wget -qO- https://pixi.sh/install.sh | PIXI_HOME=${pixi_home} bash
+fi
+
+# Check that things appear to be installed correctly in the prod environment
+
+base_dir=$(dirname "$(dirname "$(readlink -f "$0")")")
+
+"${pixi}" run -q --no-progress -e prod --manifest-path "${base_dir}/pyproject.toml" -- python -c '
+import geopandas as gpd
+import tempfile
+import warnings
+from shapely.geometry import Point
+
+# Make sure pip install worked
+from maap.maap import MAAP
+
+# Make sure instantiation works
+maap = MAAP()
+
+warnings.filterwarnings("ignore", message=".*initial implementation of Parquet.*")
+
+d = {"col1": ["name1", "name2"], "geometry": [Point(1, 2), Point(2, 1)]}
+gdf = gpd.GeoDataFrame(d, crs="EPSG:4326")
+
+with tempfile.TemporaryFile() as fp:
+    gdf.to_parquet(fp)
+    assert gdf.equals(gpd.read_parquet(fp))
+'
diff --git a/bin/clean b/bin/clean
deleted file mode 100755
index dc19da5..0000000
--- a/bin/clean
+++ /dev/null
@@ -1,16 +0,0 @@
-#!/usr/bin/env bash
-
-# Remove the gedi_subset Jupyter kernel and the gedi_subset conda environment.
-# This is idempotent and safe to run even if the environment does not exist.
-
-set -euo pipefail
-
-bin=$(dirname "$(readlink -f "$0")")
-conda=${CONDA_EXE:-conda}
-
-if "${conda}" env list | grep -q gedi_subset; then
-    "${bin}/run" jupyter kernelspec remove -y gedi_subset 2>/dev/null || true
-    "${conda}" env remove -y --name gedi_subset
-else
-    echo "Nothing to clean up."
-fi
diff --git a/bin/create b/bin/create
deleted file mode 100755
index d7c3bcb..0000000
--- a/bin/create
+++ /dev/null
@@ -1,14 +0,0 @@
-#!/usr/bin/env bash
-
-set -euo pipefail
-
-conda=${CONDA_EXE:-conda}
-
-# Create the gedi_subset conda environment if it doesn't exist.
-if ! "${conda}" env list | grep -q gedi_subset; then
-    # Initialize the environment with conda and conda-lock so we can use
-    # conda-lock to install the dependencies from the lock file.
-    set -x
-    "${conda}" create --quiet --name gedi_subset --solver libmamba --yes \
-        conda~=24.0 conda-lock~=2.0
-fi
diff --git a/bin/install b/bin/install
deleted file mode 100755
index 940b977..0000000
--- a/bin/install
+++ /dev/null
@@ -1,49 +0,0 @@
-#!/usr/bin/env bash
-
-# PREREQUISITE: Create the gedi_subset conda environment with bin/create
-#
-# Install dependencies from the conda lock file into the gedi_subset conda
-# environment, and then install gedi-subsetter in editable mode.  If development
-# dependencies were installed, also install the conda environment as a Jupyter
-# kernel.
-
-set -euo pipefail
-
-bin=$(dirname "$(readlink -f "$0")")
-basedir=$(dirname "${bin}")
-run="${bin}/run"
-
-# Install dependencies from the conda lock file for speed and reproducibility.
-# Since there is at least one package (maap-py) that is not available on conda,
-# we need to use pip to install it (conda does this for us), so we must set
-# PIP_REQUIRE_VENV=0 to avoid complaints about installing packages outside of a
-# virtual environment.
-PIP_REQUIRE_VENV=0 "${run}" conda lock install "$@" \
-    --name "gedi_subset" "${basedir}/conda-lock.yml"
-
-# pip install gedi-subsetter in editable mode.
-PIP_REQUIRE_VENV=0 "${run}" python -m pip install -e "${basedir}" --no-deps
-
-# Fail build if finicky mix of fiona and gdal isn't correct, so that we don't
-# have to wait to execute a DPS job to find out.
-"${run}" python -c '
-import geopandas as gpd
-import tempfile
-import warnings
-from shapely.geometry import Point
-
-# Make sure pip install worked
-from maap.maap import MAAP
-
-# Make sure instantiation works
-maap = MAAP()
-
-warnings.filterwarnings("ignore", message=".*initial implementation of Parquet.*")
-
-d = {"col1": ["name1", "name2"], "geometry": [Point(1, 2), Point(2, 1)]}
-gdf = gpd.GeoDataFrame(d, crs="EPSG:4326")
-
-with tempfile.TemporaryFile() as fp:
-    gdf.to_parquet(fp)
-    assert gdf.equals(gpd.read_parquet(fp))
-'
diff --git a/bin/lock b/bin/lock
deleted file mode 100755
index 4938cf2..0000000
--- a/bin/lock
+++ /dev/null
@@ -1,17 +0,0 @@
-#!/usr/bin/env bash
-
-set -euo pipefail
-
-# In pre-commit.ci, conda is not available, so we cannot generate the lock file.
-# Instead, we must simply issue an error message and fail the build.
-if [[ "${PRE_COMMIT:-}" == "1" ]]; then
-    echo >&2 "The conda-lock.yml file is out of date.  Run 'make lock' to update it, then commit the changes."
-    exit 1
-fi
-
-bin=$(dirname "$(readlink -f "$0")")
-basedir=$(dirname "${bin}")
-
-"${bin}/run" conda lock --mamba \
-    -f "${basedir}/environment.yml" \
-    -f "${basedir}/environment-dev.yml"
diff --git a/bin/run b/bin/run
deleted file mode 100755
index 5116899..0000000
--- a/bin/run
+++ /dev/null
@@ -1,43 +0,0 @@
-#!/usr/bin/env bash
-
-set -euo pipefail
-
-conda=${CONDA_EXE:-conda}
-
-# All arguments are passed to conda run, except --quiet, which is used to
-# suppress printing commands and arguments as they are executed.
-
-quiet=
-conda_run_args=()
-
-while ((${#})); do
-    case "${1}" in
-    --quiet)
-        quiet=1
-        ;;
-    *)
-        conda_run_args+=("${1}")
-        ;;
-    esac
-    shift
-done
-
-if ! "${conda}" env list | grep -q gedi_subset; then
-    echo 1>&2 "Error: The gedi_subset conda environment does not exist.  Run 'make build' to build it."
-    exit 1
-fi
-
-# We must set the MAAP_CONF environment variable to point to the preinstalled
-# maap-py package.  This is necessary because MAAP_CONF is no longer set
-# automatically in the Docker container (as it was in the past), and the changes
-# I had previously made to maap-py to read maap.cfg as a bundled resource file
-# were reverted.
-export MAAP_CONF=/maap-py/
-
-[[ -n "${quiet}" ]] || set -x
-
-if [[ "${CI:-}" == "true" ]]; then
-    "${conda_run_args[@]}"
-else
-    "${conda}" run --no-capture-output --name gedi_subset "${conda_run_args[@]}"
-fi
diff --git a/bin/shellcheck b/bin/shellcheck
deleted file mode 100755
index 4a1f0ba..0000000
--- a/bin/shellcheck
+++ /dev/null
@@ -1,7 +0,0 @@
-#!/usr/bin/env bash
-
-set -euo pipefail
-
-bin=$(dirname "$(readlink -f "$0")")
-
-"${bin}/run" shellcheck "$@"
diff --git a/bin/subset.sh b/bin/subset.sh
index 51a82c5..168d809 100755
--- a/bin/subset.sh
+++ b/bin/subset.sh
@@ -2,12 +2,10 @@
 
 set -euo pipefail
 
-bin=$(dirname "$(readlink -f "$0")")
-base_dir=$(dirname "${bin}")
-run="${bin}/run"
-
 input_dir="${PWD}/input"
 output_dir="${PWD}/output"
+
+base_dir=$(dirname "$(dirname "$(readlink -f "$0")")")
 subset_py="${base_dir}/src/gedi_subset/subset.py"
 
 if ! test -d "${input_dir}"; then
@@ -90,7 +88,15 @@ mkdir -p "${output_dir}"
 # from multiple processes into a single file.
 logfile="${PWD}/gedi-subset.log"
 
-AWS_PROFILE=maap-data-reader "${run}" "${command[@]}" 2>"${logfile}"
+pixi=$(type -p pixi || true)
+
+if [[ -z "${pixi}" ]]; then
+    # pixi is not on PATH, so assume it is where build.sh installed it.
+    pixi_home=${HOME}/.pixi
+    pixi=${pixi_home}/bin/pixi
+fi
+
+AWS_PROFILE=maap-data-reader "${pixi}" run -e prod --manifest-path "${base_dir}/pyproject.toml" -- "${command[@]}" 2>"${logfile}"
 
 # If we get here, the command above succeeded (otherwise this script would have
 # exited with a non-zero status).  We can now move the log file to the output
diff --git a/conda-lock.yml b/conda-lock.yml
deleted file mode 100644
index 38d49a6..0000000
--- a/conda-lock.yml
+++ /dev/null
@@ -1,16769 +0,0 @@
-# This lock file was generated by conda-lock (https://github.com/conda/conda-lock). DO NOT EDIT!
-#
-# A "lock file" contains a concrete list of package versions (with checksums) to be installed. Unlike
-# e.g. `conda env create`, the resulting environment will not change as new package versions become
-# available, unless you explicitly update the lock file.
-#
-# Install this environment as "YOURENV" with:
-#     conda-lock install -n YOURENV conda-lock.yml
-# This lock contains optional development dependencies. Include them in the installed environment with:
-#     conda-lock install --dev-dependencies -n YOURENV conda-lock.yml
-# To update a single package to the latest version compatible with the version constraints in the source:
-#     conda-lock lock  --lockfile conda-lock.yml --update PACKAGE
-# To re-solve the entire environment, e.g. after changing a version constraint in the source file:
-#     conda-lock -f environment.yml -f environment-dev.yml --lockfile conda-lock.yml
-version: 1
-metadata:
-  content_hash:
-    linux-64: 18db7bafa044e660841fef49d0f7c58f7073a683d8882c9f8f5e81925a8baa26
-    osx-64: 9faaad7cfb54abb9480a6b79d0c6598b9298babc0ac6b8c47874113953e8d43b
-    osx-arm64: e0ccb413ece19868315a23f832248f787279efc807948dc6a0b900f4eb932fe7
-  channels:
-  - url: conda-forge
-    used_env_vars: []
-  - url: defaults
-    used_env_vars: []
-  platforms:
-  - linux-64
-  - osx-64
-  - osx-arm64
-  sources:
-  - environment.yml
-  - environment-dev.yml
-package:
-- name: _libgcc_mutex
-  version: '0.1'
-  manager: conda
-  platform: linux-64
-  dependencies: {}
-  url: https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2
-  hash:
-    md5: d7c89558ba9fa0495403155b64376d81
-    sha256: fe51de6107f9edc7aa4f786a70f4a883943bc9d39b3bb7307c04c41410990726
-  category: main
-  optional: false
-- name: _openmp_mutex
-  version: '4.5'
-  manager: conda
-  platform: linux-64
-  dependencies:
-    _libgcc_mutex: '0.1'
-    libgomp: '>=7.5.0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2
-  hash:
-    md5: 73aaf86a425cc6e73fcf236a5a46396d
-    sha256: fbe2c5e56a653bebb982eda4876a9178aedfc2b545f25d0ce9c4c0b508253d22
-  category: main
-  optional: false
-- name: affine
-  version: 2.4.0
-  manager: conda
-  platform: linux-64
-  dependencies:
-    python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/affine-2.4.0-pyhd8ed1ab_1.conda
-  hash:
-    md5: 8c4061f499edec6b8ac7000f6d586829
-    sha256: 0deeaf0c001d5543719db9b2686bc1920c86c7e142f9bec74f35e1ce611b1fc2
-  category: dev
-  optional: true
-- name: affine
-  version: 2.4.0
-  manager: conda
-  platform: osx-64
-  dependencies:
-    python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/affine-2.4.0-pyhd8ed1ab_1.conda
-  hash:
-    md5: 8c4061f499edec6b8ac7000f6d586829
-    sha256: 0deeaf0c001d5543719db9b2686bc1920c86c7e142f9bec74f35e1ce611b1fc2
-  category: dev
-  optional: true
-- name: affine
-  version: 2.4.0
-  manager: conda
-  platform: osx-arm64
-  dependencies:
-    python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/affine-2.4.0-pyhd8ed1ab_1.conda
-  hash:
-    md5: 8c4061f499edec6b8ac7000f6d586829
-    sha256: 0deeaf0c001d5543719db9b2686bc1920c86c7e142f9bec74f35e1ce611b1fc2
-  category: dev
-  optional: true
-- name: aiobotocore
-  version: 2.19.0
-  manager: conda
-  platform: linux-64
-  dependencies:
-    aiohttp: '>=3.9.2,<4.0.0'
-    aioitertools: '>=0.5.1,<1.0.0'
-    botocore: '>=1.36.0,<1.36.4'
-    jmespath: '>=0.7.1,<2.0.0'
-    multidict: '>=6.0.0,<7.0.0'
-    python: '>=3.9'
-    python-dateutil: '>=2.1,<3.0.0'
-    urllib3: '>=1.25.4,!=2.2.0,<3'
-    wrapt: '>=1.10.10,<2.0.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/aiobotocore-2.19.0-pyhd8ed1ab_1.conda
-  hash:
-    md5: 6dc626c926419c14546daedf1cffb4d4
-    sha256: 0072feb6220733066b0b8a4293fa7d4e170490d52bab64f4491818325b2f6ffd
-  category: main
-  optional: false
-- name: aiobotocore
-  version: 2.19.0
-  manager: conda
-  platform: osx-64
-  dependencies:
-    python: '>=3.9'
-    python-dateutil: '>=2.1,<3.0.0'
-    jmespath: '>=0.7.1,<2.0.0'
-    urllib3: '>=1.25.4,!=2.2.0,<3'
-    wrapt: '>=1.10.10,<2.0.0'
-    aioitertools: '>=0.5.1,<1.0.0'
-    aiohttp: '>=3.9.2,<4.0.0'
-    multidict: '>=6.0.0,<7.0.0'
-    botocore: '>=1.36.0,<1.36.4'
-  url: https://conda.anaconda.org/conda-forge/noarch/aiobotocore-2.19.0-pyhd8ed1ab_1.conda
-  hash:
-    md5: 6dc626c926419c14546daedf1cffb4d4
-    sha256: 0072feb6220733066b0b8a4293fa7d4e170490d52bab64f4491818325b2f6ffd
-  category: main
-  optional: false
-- name: aiobotocore
-  version: 2.19.0
-  manager: conda
-  platform: osx-arm64
-  dependencies:
-    python: '>=3.9'
-    python-dateutil: '>=2.1,<3.0.0'
-    jmespath: '>=0.7.1,<2.0.0'
-    urllib3: '>=1.25.4,!=2.2.0,<3'
-    wrapt: '>=1.10.10,<2.0.0'
-    aioitertools: '>=0.5.1,<1.0.0'
-    aiohttp: '>=3.9.2,<4.0.0'
-    multidict: '>=6.0.0,<7.0.0'
-    botocore: '>=1.36.0,<1.36.4'
-  url: https://conda.anaconda.org/conda-forge/noarch/aiobotocore-2.19.0-pyhd8ed1ab_1.conda
-  hash:
-    md5: 6dc626c926419c14546daedf1cffb4d4
-    sha256: 0072feb6220733066b0b8a4293fa7d4e170490d52bab64f4491818325b2f6ffd
-  category: main
-  optional: false
-- name: aiohappyeyeballs
-  version: 2.4.6
-  manager: conda
-  platform: linux-64
-  dependencies:
-    python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/aiohappyeyeballs-2.4.6-pyhd8ed1ab_0.conda
-  hash:
-    md5: 5b7d3ceeb36e8e6783eae78acd4c18e1
-    sha256: a2a5579be9fb21f9397f51a4ba09599782c93e9117951a5105d8ee4b80d648c1
-  category: main
-  optional: false
-- name: aiohappyeyeballs
-  version: 2.4.6
-  manager: conda
-  platform: osx-64
-  dependencies:
-    python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/aiohappyeyeballs-2.4.6-pyhd8ed1ab_0.conda
-  hash:
-    md5: 5b7d3ceeb36e8e6783eae78acd4c18e1
-    sha256: a2a5579be9fb21f9397f51a4ba09599782c93e9117951a5105d8ee4b80d648c1
-  category: main
-  optional: false
-- name: aiohappyeyeballs
-  version: 2.4.6
-  manager: conda
-  platform: osx-arm64
-  dependencies:
-    python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/aiohappyeyeballs-2.4.6-pyhd8ed1ab_0.conda
-  hash:
-    md5: 5b7d3ceeb36e8e6783eae78acd4c18e1
-    sha256: a2a5579be9fb21f9397f51a4ba09599782c93e9117951a5105d8ee4b80d648c1
-  category: main
-  optional: false
-- name: aiohttp
-  version: 3.11.12
-  manager: conda
-  platform: linux-64
-  dependencies:
-    __glibc: '>=2.17,<3.0.a0'
-    aiohappyeyeballs: '>=2.3.0'
-    aiosignal: '>=1.1.2'
-    attrs: '>=17.3.0'
-    frozenlist: '>=1.1.1'
-    libgcc: '>=13'
-    multidict: '>=4.5,<7.0'
-    propcache: '>=0.2.0'
-    python: '>=3.12,<3.13.0a0'
-    python_abi: 3.12.*
-    yarl: '>=1.17.0,<2.0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/aiohttp-3.11.12-py312h178313f_0.conda
-  hash:
-    md5: 9f96d8b6fb9bab11e46c12132283b5b1
-    sha256: 223f271deceaf71d0cbee21162084104a6eca06e79c04ecb322706be3e406ea1
-  category: main
-  optional: false
-- name: aiohttp
-  version: 3.11.12
-  manager: conda
-  platform: osx-64
-  dependencies:
-    __osx: '>=10.13'
-    aiohappyeyeballs: '>=2.3.0'
-    aiosignal: '>=1.1.2'
-    attrs: '>=17.3.0'
-    frozenlist: '>=1.1.1'
-    multidict: '>=4.5,<7.0'
-    propcache: '>=0.2.0'
-    python: '>=3.12,<3.13.0a0'
-    python_abi: 3.12.*
-    yarl: '>=1.17.0,<2.0'
-  url: https://conda.anaconda.org/conda-forge/osx-64/aiohttp-3.11.12-py312h3520af0_0.conda
-  hash:
-    md5: c31e7180a4a86b5a8339689133deea9b
-    sha256: 3274f863fffdd612a18ae4f03ff047ad122799c48195f7cce5b494fc752908d6
-  category: main
-  optional: false
-- name: aiohttp
-  version: 3.11.12
-  manager: conda
-  platform: osx-arm64
-  dependencies:
-    __osx: '>=11.0'
-    aiohappyeyeballs: '>=2.3.0'
-    aiosignal: '>=1.1.2'
-    attrs: '>=17.3.0'
-    frozenlist: '>=1.1.1'
-    multidict: '>=4.5,<7.0'
-    propcache: '>=0.2.0'
-    python: '>=3.12,<3.13.0a0'
-    python_abi: 3.12.*
-    yarl: '>=1.17.0,<2.0'
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/aiohttp-3.11.12-py312h998013c_0.conda
-  hash:
-    md5: 7675cee14b7e7d9ccf17ad37a4bdf53a
-    sha256: a4d04942bdeedbb7260b41eafb0302b6f8c3799f578c4389984c084a8fc34c16
-  category: main
-  optional: false
-- name: aioitertools
-  version: 0.12.0
-  manager: conda
-  platform: linux-64
-  dependencies:
-    python: '>=3.9'
-    typing_extensions: '>=4.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/aioitertools-0.12.0-pyhd8ed1ab_1.conda
-  hash:
-    md5: 3eb47adbffac44483f59e580f8600a1e
-    sha256: 7d56e547a819a03c058dd8793ca9df6ff9825812da52c214192edb61a7de1c95
-  category: main
-  optional: false
-- name: aioitertools
-  version: 0.12.0
-  manager: conda
-  platform: osx-64
-  dependencies:
-    python: '>=3.9'
-    typing_extensions: '>=4.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/aioitertools-0.12.0-pyhd8ed1ab_1.conda
-  hash:
-    md5: 3eb47adbffac44483f59e580f8600a1e
-    sha256: 7d56e547a819a03c058dd8793ca9df6ff9825812da52c214192edb61a7de1c95
-  category: main
-  optional: false
-- name: aioitertools
-  version: 0.12.0
-  manager: conda
-  platform: osx-arm64
-  dependencies:
-    python: '>=3.9'
-    typing_extensions: '>=4.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/aioitertools-0.12.0-pyhd8ed1ab_1.conda
-  hash:
-    md5: 3eb47adbffac44483f59e580f8600a1e
-    sha256: 7d56e547a819a03c058dd8793ca9df6ff9825812da52c214192edb61a7de1c95
-  category: main
-  optional: false
-- name: aiosignal
-  version: 1.3.2
-  manager: conda
-  platform: linux-64
-  dependencies:
-    frozenlist: '>=1.1.0'
-    python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/aiosignal-1.3.2-pyhd8ed1ab_0.conda
-  hash:
-    md5: 1a3981115a398535dbe3f6d5faae3d36
-    sha256: 7de8ced1918bbdadecf8e1c1c68237fe5709c097bd9e0d254f4cad118f4345d0
-  category: main
-  optional: false
-- name: aiosignal
-  version: 1.3.2
-  manager: conda
-  platform: osx-64
-  dependencies:
-    python: '>=3.9'
-    frozenlist: '>=1.1.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/aiosignal-1.3.2-pyhd8ed1ab_0.conda
-  hash:
-    md5: 1a3981115a398535dbe3f6d5faae3d36
-    sha256: 7de8ced1918bbdadecf8e1c1c68237fe5709c097bd9e0d254f4cad118f4345d0
-  category: main
-  optional: false
-- name: aiosignal
-  version: 1.3.2
-  manager: conda
-  platform: osx-arm64
-  dependencies:
-    python: '>=3.9'
-    frozenlist: '>=1.1.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/aiosignal-1.3.2-pyhd8ed1ab_0.conda
-  hash:
-    md5: 1a3981115a398535dbe3f6d5faae3d36
-    sha256: 7de8ced1918bbdadecf8e1c1c68237fe5709c097bd9e0d254f4cad118f4345d0
-  category: main
-  optional: false
-- name: annotated-types
-  version: 0.7.0
-  manager: conda
-  platform: linux-64
-  dependencies:
-    python: '>=3.9'
-    typing-extensions: '>=4.0.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/annotated-types-0.7.0-pyhd8ed1ab_1.conda
-  hash:
-    md5: 2934f256a8acfe48f6ebb4fce6cde29c
-    sha256: e0ea1ba78fbb64f17062601edda82097fcf815012cf52bb704150a2668110d48
-  category: main
-  optional: false
-- name: annotated-types
-  version: 0.7.0
-  manager: conda
-  platform: osx-64
-  dependencies:
-    python: '>=3.9'
-    typing-extensions: '>=4.0.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/annotated-types-0.7.0-pyhd8ed1ab_1.conda
-  hash:
-    md5: 2934f256a8acfe48f6ebb4fce6cde29c
-    sha256: e0ea1ba78fbb64f17062601edda82097fcf815012cf52bb704150a2668110d48
-  category: main
-  optional: false
-- name: annotated-types
-  version: 0.7.0
-  manager: conda
-  platform: osx-arm64
-  dependencies:
-    python: '>=3.9'
-    typing-extensions: '>=4.0.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/annotated-types-0.7.0-pyhd8ed1ab_1.conda
-  hash:
-    md5: 2934f256a8acfe48f6ebb4fce6cde29c
-    sha256: e0ea1ba78fbb64f17062601edda82097fcf815012cf52bb704150a2668110d48
-  category: main
-  optional: false
-- name: aom
-  version: 3.9.1
-  manager: conda
-  platform: linux-64
-  dependencies:
-    libgcc-ng: '>=12'
-    libstdcxx-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/aom-3.9.1-hac33072_0.conda
-  hash:
-    md5: 346722a0be40f6edc53f12640d301338
-    sha256: b08ef033817b5f9f76ce62dfcac7694e7b6b4006420372de22494503decac855
-  category: main
-  optional: false
-- name: aom
-  version: 3.9.1
-  manager: conda
-  platform: osx-64
-  dependencies:
-    __osx: '>=10.13'
-    libcxx: '>=16'
-  url: https://conda.anaconda.org/conda-forge/osx-64/aom-3.9.1-hf036a51_0.conda
-  hash:
-    md5: 3f17bc32cb7fcb2b4bf3d8d37f656eb8
-    sha256: 3032f2f55d6eceb10d53217c2a7f43e1eac83603d91e21ce502e8179e63a75f5
-  category: main
-  optional: false
-- name: aom
-  version: 3.9.1
-  manager: conda
-  platform: osx-arm64
-  dependencies:
-    __osx: '>=11.0'
-    libcxx: '>=16'
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/aom-3.9.1-h7bae524_0.conda
-  hash:
-    md5: 7adba36492a1bb22d98ffffe4f6fc6de
-    sha256: ec238f18ce8140485645252351a0eca9ef4f7a1c568a420f240a585229bc12ef
-  category: main
-  optional: false
-- name: appdirs
-  version: 1.4.4
-  manager: conda
-  platform: linux-64
-  dependencies:
-    python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/appdirs-1.4.4-pyhd8ed1ab_1.conda
-  hash:
-    md5: f4e90937bbfc3a4a92539545a37bb448
-    sha256: 5b9ef6d338525b332e17c3ed089ca2f53a5d74b7a7b432747d29c6466e39346d
-  category: main
-  optional: false
-- name: appdirs
-  version: 1.4.4
-  manager: conda
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-- name: kiwisolver
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-- name: lazy-object-proxy
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diff --git a/environment-dev.yml b/environment-dev.yml
deleted file mode 100644
index 82b206d..0000000
--- a/environment-dev.yml
+++ /dev/null
@@ -1,27 +0,0 @@
-name: gedi_subset
-channels:
-  - conda-forge
-  - defaults
-# Non-standard, but recognized by conda-lock
-category: dev
-dependencies:
-  - backoff
-  - boto3-stubs
-  - boto3-stubs-essential
-  - botocore-stubs
-  - contextily
-  - ipykernel
-  - moto
-  - mypy
-  - pandas-stubs
-  - pre-commit
-  - pytest
-  - pytest-recording
-  - ruff
-  - shellcheck
-  - types-requests
-  - vcrpy
-platforms:
-  - linux-64
-  - osx-64
-  - osx-arm64
diff --git a/environment.yml b/environment.yml
deleted file mode 100644
index c5b32fd..0000000
--- a/environment.yml
+++ /dev/null
@@ -1,38 +0,0 @@
-name: gedi_subset
-channels:
-  - conda-forge
-  - defaults
-
-# For details on dependecies includef for pandas performance see
-# https://pandas.pydata.org/pandas-docs/stable/getting_started/install.html#performance-dependencies-recommended
-
-dependencies:
-  - python ~=3.12.0
-
-  - boto3
-  - bottleneck # pandas performance
-  - conda
-  - conda-lock
-  - fsspec
-  - geopandas
-  - h5py
-  - numba # pandas performance
-  - numexpr # pandas performance
-  - pandas
-  - pip
-  - pyarrow # parquet support in pandas
-  - pydantic
-  - returns
-  # Oddly, when completely unpinned, a very old version of s3fs is installed
-  - s3fs >=2025.1.0
-  - scalene # CPU+mem profiling
-  - shapely
-  - typer # CLI
-
-  - pip:
-      - maap-py >=4.0
-
-platforms:
-  - linux-64
-  - osx-64
-  - osx-arm64
diff --git a/pixi.lock b/pixi.lock
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--- /dev/null
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+  md5: 6822c49f294d4355f19d314b8b6063d8
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - idna >=2.0
+  - libgcc >=13
+  - multidict >=4.0
+  - propcache >=0.2.1
+  - python >=3.12,<3.13.0a0
+  - python_abi 3.12.* *_cp312
+  license: Apache-2.0
+  license_family: Apache
+  purls:
+  - pkg:pypi/yarl?source=hash-mapping
+  size: 152305
+  timestamp: 1737575898300
+- kind: conda
+  name: yarl
+  version: 1.18.3
+  build: py312h3520af0_1
+  build_number: 1
+  subdir: osx-64
+  url: https://conda.anaconda.org/conda-forge/osx-64/yarl-1.18.3-py312h3520af0_1.conda
+  sha256: 0aa40f238e282d8b0a549732722ec655b752ff1bf6c0e0b5248aba16cc57a527
+  md5: c9c69a722e1cb1250608ed6c58bd2215
+  depends:
+  - __osx >=10.13
+  - idna >=2.0
+  - multidict >=4.0
+  - propcache >=0.2.1
+  - python >=3.12,<3.13.0a0
+  - python_abi 3.12.* *_cp312
+  license: Apache-2.0
+  license_family: Apache
+  purls:
+  - pkg:pypi/yarl?source=hash-mapping
+  size: 144992
+  timestamp: 1737576039602
+- kind: conda
+  name: yarl
+  version: 1.18.3
+  build: py312h998013c_1
+  build_number: 1
+  subdir: osx-arm64
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/yarl-1.18.3-py312h998013c_1.conda
+  sha256: 48821d23567ca0f853eee6f7812c74392867e123798b5b3c44f58758d8eb580e
+  md5: 092d3b40acc67c470f379049be343a7a
+  depends:
+  - __osx >=11.0
+  - idna >=2.0
+  - multidict >=4.0
+  - propcache >=0.2.1
+  - python >=3.12,<3.13.0a0
+  - python >=3.12,<3.13.0a0 *_cpython
+  - python_abi 3.12.* *_cp312
+  license: Apache-2.0
+  license_family: Apache
+  purls:
+  - pkg:pypi/yarl?source=hash-mapping
+  size: 145543
+  timestamp: 1737576074753
+- kind: conda
+  name: zeromq
+  version: 4.3.5
+  build: h3b0a872_7
+  build_number: 7
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/zeromq-4.3.5-h3b0a872_7.conda
+  sha256: a4dc72c96848f764bb5a5176aa93dd1e9b9e52804137b99daeebba277b31ea10
+  md5: 3947a35e916fcc6b9825449affbf4214
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - krb5 >=1.21.3,<1.22.0a0
+  - libgcc >=13
+  - libsodium >=1.0.20,<1.0.21.0a0
+  - libstdcxx >=13
+  license: MPL-2.0
+  license_family: MOZILLA
+  purls: []
+  size: 335400
+  timestamp: 1731585026517
+- kind: conda
+  name: zeromq
+  version: 4.3.5
+  build: h7130eaa_7
+  build_number: 7
+  subdir: osx-64
+  url: https://conda.anaconda.org/conda-forge/osx-64/zeromq-4.3.5-h7130eaa_7.conda
+  sha256: b932dce8c9de9a8ffbf0db0365d29677636e599f7763ca51e554c43a0c5f8389
+  md5: 6a0a76cd2b3d575e1b7aaeb283b9c3ed
+  depends:
+  - __osx >=10.13
+  - krb5 >=1.21.3,<1.22.0a0
+  - libcxx >=18
+  - libsodium >=1.0.20,<1.0.21.0a0
+  license: MPL-2.0
+  license_family: MOZILLA
+  purls: []
+  size: 292112
+  timestamp: 1731585246902
+- kind: conda
+  name: zeromq
+  version: 4.3.5
+  build: hc1bb282_7
+  build_number: 7
+  subdir: osx-arm64
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zeromq-4.3.5-hc1bb282_7.conda
+  sha256: 9e585569fe2e7d3bea71972cd4b9f06b1a7ab8fa7c5139f92a31cbceecf25a8a
+  md5: f7e6b65943cb73bce0143737fded08f1
+  depends:
+  - __osx >=11.0
+  - krb5 >=1.21.3,<1.22.0a0
+  - libcxx >=18
+  - libsodium >=1.0.20,<1.0.21.0a0
+  license: MPL-2.0
+  license_family: MOZILLA
+  purls: []
+  size: 281565
+  timestamp: 1731585108039
+- kind: conda
+  name: zipp
+  version: 3.21.0
+  build: pyhd8ed1ab_1
+  build_number: 1
+  subdir: noarch
+  noarch: python
+  url: https://conda.anaconda.org/conda-forge/noarch/zipp-3.21.0-pyhd8ed1ab_1.conda
+  sha256: 567c04f124525c97a096b65769834b7acb047db24b15a56888a322bf3966c3e1
+  md5: 0c3cc595284c5e8f0f9900a9b228a332
+  depends:
+  - python >=3.9
+  license: MIT
+  license_family: MIT
+  purls:
+  - pkg:pypi/zipp?source=hash-mapping
+  size: 21809
+  timestamp: 1732827613585
+- kind: conda
+  name: zlib
+  version: 1.3.1
+  build: h8359307_2
+  build_number: 2
+  subdir: osx-arm64
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zlib-1.3.1-h8359307_2.conda
+  sha256: 58f8860756680a4831c1bf4f294e2354d187f2e999791d53b1941834c4b37430
+  md5: e3170d898ca6cb48f1bb567afb92f775
+  depends:
+  - __osx >=11.0
+  - libzlib 1.3.1 h8359307_2
+  license: Zlib
+  license_family: Other
+  purls: []
+  size: 77606
+  timestamp: 1727963209370
+- kind: conda
+  name: zlib
+  version: 1.3.1
+  build: hb9d3cd8_2
+  build_number: 2
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/zlib-1.3.1-hb9d3cd8_2.conda
+  sha256: 5d7c0e5f0005f74112a34a7425179f4eb6e73c92f5d109e6af4ddeca407c92ab
+  md5: c9f075ab2f33b3bbee9e62d4ad0a6cd8
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  - libzlib 1.3.1 hb9d3cd8_2
+  license: Zlib
+  license_family: Other
+  purls: []
+  size: 92286
+  timestamp: 1727963153079
+- kind: conda
+  name: zlib
+  version: 1.3.1
+  build: hd23fc13_2
+  build_number: 2
+  subdir: osx-64
+  url: https://conda.anaconda.org/conda-forge/osx-64/zlib-1.3.1-hd23fc13_2.conda
+  sha256: 219edbdfe7f073564375819732cbf7cc0d7c7c18d3f546a09c2dfaf26e4d69f3
+  md5: c989e0295dcbdc08106fe5d9e935f0b9
+  depends:
+  - __osx >=10.13
+  - libzlib 1.3.1 hd23fc13_2
+  license: Zlib
+  license_family: Other
+  purls: []
+  size: 88544
+  timestamp: 1727963189976
+- kind: conda
+  name: zstd
+  version: 1.5.6
+  build: h915ae27_0
+  subdir: osx-64
+  url: https://conda.anaconda.org/conda-forge/osx-64/zstd-1.5.6-h915ae27_0.conda
+  sha256: efa04a98cb149643fa54c4dad5a0179e36a5fbc88427ea0eec88ceed87fd0f96
+  md5: 4cb2cd56f039b129bb0e491c1164167e
+  depends:
+  - __osx >=10.9
+  - libzlib >=1.2.13,<2.0.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  purls: []
+  size: 498900
+  timestamp: 1714723303098
+- kind: conda
+  name: zstd
+  version: 1.5.6
+  build: ha6fb4c9_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.6-ha6fb4c9_0.conda
+  sha256: c558b9cc01d9c1444031bd1ce4b9cff86f9085765f17627a6cd85fc623c8a02b
+  md5: 4d056880988120e29d75bfff282e0f45
+  depends:
+  - libgcc-ng >=12
+  - libstdcxx-ng >=12
+  - libzlib >=1.2.13,<2.0.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  purls: []
+  size: 554846
+  timestamp: 1714722996770
+- kind: conda
+  name: zstd
+  version: 1.5.6
+  build: hb46c0d2_0
+  subdir: osx-arm64
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zstd-1.5.6-hb46c0d2_0.conda
+  sha256: 2d4fd1ff7ee79cd954ca8e81abf11d9d49954dd1fef80f27289e2402ae9c2e09
+  md5: d96942c06c3e84bfcc5efb038724a7fd
+  depends:
+  - __osx >=11.0
+  - libzlib >=1.2.13,<2.0.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  purls: []
+  size: 405089
+  timestamp: 1714723101397
diff --git a/pyproject.toml b/pyproject.toml
index 25c257b..53f5f48 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,3 +1,74 @@
+[project]
+authors = [
+  { name = "Chuck Daniels", email = "chuck@developmentseed.org" },
+  { name = "Jamison French", email = "jamison@developmentseed.org" },
+  { name = "Alex Mandel", email = "alex@developmentseed.org" },
+]
+description = "GEDI Subsetter"
+name = "gedi_subset"
+version = "0.1.0"
+requires-python = ">= 3.12"
+dependencies = [ ]
+
+[tool.pixi.project]
+channels = ["conda-forge", "nodefaults"]
+platforms = ["linux-64", "osx-64", "osx-arm64"]
+
+[tool.pixi.system-requirements]
+macos = "11.0"
+
+[tool.pixi.dependencies]
+python = "~=3.12.0"
+boto3 = "*"
+bottleneck = "*"
+fsspec = "*"
+geopandas = "*"
+h5py = "*"
+numba = "*"
+numexpr = "*"
+pandas = "*"
+pip = "*"
+pyarrow = "*"
+pydantic = "*"
+returns = "*"
+s3fs = "*"
+scalene = "*"
+shapely = "*"
+typer = "*"
+
+[tool.pixi.pypi-dependencies]
+gedi_subset = { path = ".", editable = true }
+maap-py = "*"
+
+[tool.pixi.environments]
+prod = { solve-group = "prod" }
+test = { features = ["test"], solve-group = "prod" }
+default = { features = ["dev", "test"], solve-group = "prod" }
+
+[tool.pixi.tasks]
+lint = "pre-commit run -a"
+test = "pytest"
+mypy = "mypy"
+
+[tool.pixi.feature.dev.dependencies]
+backoff = "*"
+contextily = "*"
+ipykernel = "*"
+pre-commit = "*"
+shellcheck = "*"
+
+[tool.pixi.feature.test.dependencies]
+boto3-stubs-essential = "*"
+botocore-stubs = "*"
+moto = "*"
+mypy = "*"
+pandas-stubs = "*"
+pytest = "*"
+pytest-recording = "*"
+ruff = "*"
+types-requests = "*"
+vcrpy = "*"
+
 [tool.ruff]
 target-version = "py312"
 extend-include = ["*.pyi"]
@@ -6,7 +77,7 @@ extend-include = ["*.pyi"]
 docstring-code-format = true
 
 [tool.mypy]
-mypy_path = ["./src", "./tests", "./typings"]
+files = ["./src", "./tests", "./typings"]
 # This plugin generates many errors that appear to be false positives, so it is
 # commented out until further investigation can be conducted.
 # plugins = ["returns.contrib.mypy.returns_plugin"]
@@ -26,18 +97,11 @@ warn_unused_configs = true
 warn_unused_ignores = true
 
 [[tool.mypy.overrides]]
-module = [
-  "fsspec",
-  "geopandas",
-  "h5py",
-  "moto",
-  "s3fs",
-  "shapely.*"
-]
+module = ["fsspec", "geopandas", "h5py", "moto", "s3fs", "shapely.*"]
 ignore_missing_imports = true
 
 [tool.pytest.ini_options]
-addopts = ["--doctest-modules"]
+addopts = ["--doctest-modules", "-v"]
 filterwarnings = ["ignore::DeprecationWarning", "ignore::UserWarning"]
 # Uncomment next line to enable live logging during tests
 # log_cli = true