diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 628f66e..bd85433 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -22,7 +22,7 @@ jobs:
     runs-on: ubuntu-22.04
     strategy:
       matrix:
-        target: [x86_64, x86, aarch64, armv7, s390x, ppc64le]
+        target: [x86_64, aarch64, armv7, s390x, ppc64le]
     steps:
       - uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11  # v4.1.1
       - uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c  # v5.0.0
@@ -33,8 +33,9 @@ jobs:
         with:
           target: ${{ matrix.target }}
           args: --release --out dist --find-interpreter
+          container: ghcr.io/rust-cross/manylinux_2_28-cross:${{ matrix.target }}
           sccache: 'true'
-          manylinux: auto
+          manylinux: '2_28'
       - name: Upload wheels
         uses: actions/upload-artifact@5d5d22a31266ced268874388b861e4b58bb5c2f3  # v4.3.1
         with:
diff --git a/Cargo.lock b/Cargo.lock
index ae43326..87b1319 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -2,18 +2,74 @@
 # It is not intended for manual editing.
 version = 3
 
+[[package]]
+name = "addr2line"
+version = "0.21.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8a30b2e23b9e17a9f90641c7ab1549cd9b44f296d3ccbf309d2863cfe398a0cb"
+dependencies = [
+ "gimli",
+]
+
 [[package]]
 name = "adler"
 version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f26201604c87b1e01bd3d98f8d5d9a8fcbb815e8cedb41ffccbeb4bf593a35fe"
 
+[[package]]
+name = "android-tzdata"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e999941b234f3131b00bc13c22d06e8c5ff726d1b6318ac7eb276997bbb4fef0"
+
+[[package]]
+name = "android_system_properties"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "819e7219dbd41043ac279b19830f2efc897156490d7fd6ea916720117ee66311"
+dependencies = [
+ "libc",
+]
+
+[[package]]
+name = "async-trait"
+version = "0.1.77"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c980ee35e870bd1a4d2c8294d4c04d0499e67bca1e4b5cefcc693c2fa00caea9"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.50",
+]
+
 [[package]]
 name = "autocfg"
 version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d468802bab17cbc0cc575e9b053f41e72aa36bfa6b7f55e3529ffa43161b97fa"
 
+[[package]]
+name = "backtrace"
+version = "0.3.69"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2089b7e3f35b9dd2d0ed921ead4f6d318c27680d4a5bd167b3ee120edb105837"
+dependencies = [
+ "addr2line",
+ "cc",
+ "cfg-if",
+ "libc",
+ "miniz_oxide",
+ "object",
+ "rustc-demangle",
+]
+
+[[package]]
+name = "base64"
+version = "0.21.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9d297deb1925b89f2ccc13d7635fa0714f12c87adce1c75356b39ca9b7178567"
+
 [[package]]
 name = "bitflags"
 version = "1.3.2"
@@ -26,23 +82,74 @@ version = "2.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ed570934406eb16438a4e976b1b4500774099c13b8cb96eec99f620f05090ddf"
 
+[[package]]
+name = "bumpalo"
+version = "3.15.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8ea184aa71bb362a1157c896979544cc23974e08fd265f29ea96b59f0b4a555b"
+
+[[package]]
+name = "bytes"
+version = "1.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a2bd12c1caf447e69cd4528f47f94d203fd2582878ecb9e9465484c4148a8223"
+
+[[package]]
+name = "cc"
+version = "1.0.88"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "02f341c093d19155a6e41631ce5971aac4e9a868262212153124c15fa22d1cdc"
+
 [[package]]
 name = "cfg-if"
 version = "1.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd"
 
+[[package]]
+name = "chrono"
+version = "0.4.34"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5bc015644b92d5890fab7489e49d21f879d5c990186827d42ec511919404f38b"
+dependencies = [
+ "android-tzdata",
+ "iana-time-zone",
+ "num-traits",
+ "serde",
+ "windows-targets 0.52.3",
+]
+
 [[package]]
 name = "cog3pio"
 version = "0.1.0"
 dependencies = [
+ "bytes",
  "ndarray",
  "numpy",
+ "object_store",
  "pyo3",
  "tempfile",
  "tiff",
+ "tokio",
+ "url",
 ]
 
+[[package]]
+name = "core-foundation"
+version = "0.9.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "91e195e091a93c46f7102ec7818a2aa394e1e1771c3ab4825963fa03e45afb8f"
+dependencies = [
+ "core-foundation-sys",
+ "libc",
+]
+
+[[package]]
+name = "core-foundation-sys"
+version = "0.8.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "06ea2b9bc92be3c2baa9334a323ebca2d6f074ff852cd1d7b11064035cd3868f"
+
 [[package]]
 name = "crc32fast"
 version = "1.4.0"
@@ -52,6 +159,33 @@ dependencies = [
  "cfg-if",
 ]
 
+[[package]]
+name = "doc-comment"
+version = "0.3.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fea41bba32d969b513997752735605054bc0dfa92b4c56bf1189f2e174be7a10"
+
+[[package]]
+name = "either"
+version = "1.10.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "11157ac094ffbdde99aa67b23417ebdd801842852b500e395a45a9c0aac03e4a"
+
+[[package]]
+name = "encoding_rs"
+version = "0.8.33"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7268b386296a025e474d5140678f75d6de9493ae55a5d709eeb9dd08149945e1"
+dependencies = [
+ "cfg-if",
+]
+
+[[package]]
+name = "equivalent"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5443807d6dff69373d433ab9ef5378ad8df50ca6298caf15de6e52e24aaf54d5"
+
 [[package]]
 name = "errno"
 version = "0.3.8"
@@ -59,7 +193,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a258e46cdc063eb8519c00b9fc845fc47bcfca4130e2f08e88665ceda8474245"
 dependencies = [
  "libc",
- "windows-sys",
+ "windows-sys 0.52.0",
 ]
 
 [[package]]
@@ -78,24 +212,327 @@ dependencies = [
  "miniz_oxide",
 ]
 
+[[package]]
+name = "fnv"
+version = "1.0.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3f9eec918d3f24069decb9af1554cad7c880e2da24a9afd88aca000531ab82c1"
+
+[[package]]
+name = "form_urlencoded"
+version = "1.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e13624c2627564efccf4934284bdd98cbaa14e79b0b5a141218e507b3a823456"
+dependencies = [
+ "percent-encoding",
+]
+
+[[package]]
+name = "futures"
+version = "0.3.30"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "645c6916888f6cb6350d2550b80fb63e734897a8498abe35cfb732b6487804b0"
+dependencies = [
+ "futures-channel",
+ "futures-core",
+ "futures-executor",
+ "futures-io",
+ "futures-sink",
+ "futures-task",
+ "futures-util",
+]
+
+[[package]]
+name = "futures-channel"
+version = "0.3.30"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "eac8f7d7865dcb88bd4373ab671c8cf4508703796caa2b1985a9ca867b3fcb78"
+dependencies = [
+ "futures-core",
+ "futures-sink",
+]
+
+[[package]]
+name = "futures-core"
+version = "0.3.30"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dfc6580bb841c5a68e9ef15c77ccc837b40a7504914d52e47b8b0e9bbda25a1d"
+
+[[package]]
+name = "futures-executor"
+version = "0.3.30"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a576fc72ae164fca6b9db127eaa9a9dda0d61316034f33a0a0d4eda41f02b01d"
+dependencies = [
+ "futures-core",
+ "futures-task",
+ "futures-util",
+]
+
+[[package]]
+name = "futures-io"
+version = "0.3.30"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a44623e20b9681a318efdd71c299b6b222ed6f231972bfe2f224ebad6311f0c1"
+
+[[package]]
+name = "futures-macro"
+version = "0.3.30"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "87750cf4b7a4c0625b1529e4c543c2182106e4dedc60a2a6455e00d212c489ac"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.50",
+]
+
+[[package]]
+name = "futures-sink"
+version = "0.3.30"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9fb8e00e87438d937621c1c6269e53f536c14d3fbd6a042bb24879e57d474fb5"
+
+[[package]]
+name = "futures-task"
+version = "0.3.30"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "38d84fa142264698cdce1a9f9172cf383a0c82de1bddcf3092901442c4097004"
+
+[[package]]
+name = "futures-util"
+version = "0.3.30"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3d6401deb83407ab3da39eba7e33987a73c3df0c82b4bb5813ee871c19c41d48"
+dependencies = [
+ "futures-channel",
+ "futures-core",
+ "futures-io",
+ "futures-macro",
+ "futures-sink",
+ "futures-task",
+ "memchr",
+ "pin-project-lite",
+ "pin-utils",
+ "slab",
+]
+
+[[package]]
+name = "getrandom"
+version = "0.2.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "190092ea657667030ac6a35e305e62fc4dd69fd98ac98631e5d3a2b1575a12b5"
+dependencies = [
+ "cfg-if",
+ "libc",
+ "wasi",
+]
+
+[[package]]
+name = "gimli"
+version = "0.28.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4271d37baee1b8c7e4b708028c57d816cf9d2434acb33a549475f78c181f6253"
+
+[[package]]
+name = "h2"
+version = "0.3.24"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bb2c4422095b67ee78da96fbb51a4cc413b3b25883c7717ff7ca1ab31022c9c9"
+dependencies = [
+ "bytes",
+ "fnv",
+ "futures-core",
+ "futures-sink",
+ "futures-util",
+ "http",
+ "indexmap",
+ "slab",
+ "tokio",
+ "tokio-util",
+ "tracing",
+]
+
+[[package]]
+name = "hashbrown"
+version = "0.14.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "290f1a1d9242c78d09ce40a5e87e7554ee637af1351968159f4952f028f75604"
+
 [[package]]
 name = "heck"
 version = "0.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "95505c38b4572b2d910cecb0281560f54b440a19336cbbcb27bf6ce6adc6f5a8"
 
+[[package]]
+name = "hermit-abi"
+version = "0.3.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d231dfb89cfffdbc30e7fc41579ed6066ad03abda9e567ccafae602b97ec5024"
+
+[[package]]
+name = "http"
+version = "0.2.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8947b1a6fad4393052c7ba1f4cd97bed3e953a95c79c92ad9b051a04611d9fbb"
+dependencies = [
+ "bytes",
+ "fnv",
+ "itoa",
+]
+
+[[package]]
+name = "http-body"
+version = "0.4.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7ceab25649e9960c0311ea418d17bee82c0dcec1bd053b5f9a66e265a693bed2"
+dependencies = [
+ "bytes",
+ "http",
+ "pin-project-lite",
+]
+
+[[package]]
+name = "httparse"
+version = "1.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d897f394bad6a705d5f4104762e116a75639e470d80901eed05a860a95cb1904"
+
+[[package]]
+name = "httpdate"
+version = "1.0.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "df3b46402a9d5adb4c86a0cf463f42e19994e3ee891101b1841f30a545cb49a9"
+
+[[package]]
+name = "humantime"
+version = "2.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9a3a5bfb195931eeb336b2a7b4d761daec841b97f947d34394601737a7bba5e4"
+
+[[package]]
+name = "hyper"
+version = "0.14.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bf96e135eb83a2a8ddf766e426a841d8ddd7449d5f00d34ea02b41d2f19eef80"
+dependencies = [
+ "bytes",
+ "futures-channel",
+ "futures-core",
+ "futures-util",
+ "h2",
+ "http",
+ "http-body",
+ "httparse",
+ "httpdate",
+ "itoa",
+ "pin-project-lite",
+ "socket2",
+ "tokio",
+ "tower-service",
+ "tracing",
+ "want",
+]
+
+[[package]]
+name = "hyper-rustls"
+version = "0.24.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ec3efd23720e2049821a693cbc7e65ea87c72f1c58ff2f9522ff332b1491e590"
+dependencies = [
+ "futures-util",
+ "http",
+ "hyper",
+ "rustls",
+ "tokio",
+ "tokio-rustls",
+]
+
+[[package]]
+name = "iana-time-zone"
+version = "0.1.60"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e7ffbb5a1b541ea2561f8c41c087286cc091e21e556a4f09a8f6cbf17b69b141"
+dependencies = [
+ "android_system_properties",
+ "core-foundation-sys",
+ "iana-time-zone-haiku",
+ "js-sys",
+ "wasm-bindgen",
+ "windows-core",
+]
+
+[[package]]
+name = "iana-time-zone-haiku"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f31827a206f56af32e590ba56d5d2d085f558508192593743f16b2306495269f"
+dependencies = [
+ "cc",
+]
+
+[[package]]
+name = "idna"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "634d9b1461af396cad843f47fdba5597a4f9e6ddd4bfb6ff5d85028c25cb12f6"
+dependencies = [
+ "unicode-bidi",
+ "unicode-normalization",
+]
+
+[[package]]
+name = "indexmap"
+version = "2.2.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7b0b929d511467233429c45a44ac1dcaa21ba0f5ba11e4879e6ed28ddb4f9df4"
+dependencies = [
+ "equivalent",
+ "hashbrown",
+]
+
 [[package]]
 name = "indoc"
 version = "2.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1e186cfbae8084e513daff4240b4797e342f988cecda4fb6c939150f96315fd8"
 
+[[package]]
+name = "ipnet"
+version = "2.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f518f335dce6725a761382244631d86cf0ccb2863413590b31338feb467f9c3"
+
+[[package]]
+name = "itertools"
+version = "0.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ba291022dbbd398a455acf126c1e341954079855bc60dfdda641363bd6922569"
+dependencies = [
+ "either",
+]
+
+[[package]]
+name = "itoa"
+version = "1.0.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b1a46d1a171d865aa5f83f92695765caa047a9b4cbae2cbf37dbd613a793fd4c"
+
 [[package]]
 name = "jpeg-decoder"
 version = "0.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f5d4a7da358eff58addd2877a45865158f0d78c911d43a5784ceb7bbf52833b0"
 
+[[package]]
+name = "js-sys"
+version = "0.3.68"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "406cda4b368d531c842222cf9d2600a9a4acce8d29423695379c6868a143a9ee"
+dependencies = [
+ "wasm-bindgen",
+]
+
 [[package]]
 name = "libc"
 version = "0.2.153"
@@ -118,6 +555,12 @@ dependencies = [
  "scopeguard",
 ]
 
+[[package]]
+name = "log"
+version = "0.4.21"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "90ed8c1e510134f979dbc4f070f87d4313098b704861a105fe34231c70a3901c"
+
 [[package]]
 name = "matrixmultiply"
 version = "0.3.8"
@@ -128,6 +571,12 @@ dependencies = [
  "rawpointer",
 ]
 
+[[package]]
+name = "memchr"
+version = "2.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "523dc4f511e55ab87b694dc30d0f820d60906ef06413f93d4d7a1385599cc149"
+
 [[package]]
 name = "memoffset"
 version = "0.9.0"
@@ -137,6 +586,12 @@ dependencies = [
  "autocfg",
 ]
 
+[[package]]
+name = "mime"
+version = "0.3.17"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6877bb514081ee2a7ff5ef9de3281f14a4dd4bceac4c09388074a6b5df8a139a"
+
 [[package]]
 name = "miniz_oxide"
 version = "0.7.2"
@@ -146,6 +601,17 @@ dependencies = [
  "adler",
 ]
 
+[[package]]
+name = "mio"
+version = "0.8.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f3d0b296e374a4e6f3c7b0a1f5a51d748a0d34c85e7dc48fc3fa9a87657fe09"
+dependencies = [
+ "libc",
+ "wasi",
+ "windows-sys 0.48.0",
+]
+
 [[package]]
 name = "ndarray"
 version = "0.15.6"
@@ -186,6 +652,16 @@ dependencies = [
  "autocfg",
 ]
 
+[[package]]
+name = "num_cpus"
+version = "1.16.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4161fcb6d602d4d2081af7c3a45852d875a03dd337a6bfdd6e06407b61342a43"
+dependencies = [
+ "hermit-abi",
+ "libc",
+]
+
 [[package]]
 name = "numpy"
 version = "0.20.0"
@@ -201,12 +677,56 @@ dependencies = [
  "rustc-hash",
 ]
 
+[[package]]
+name = "object"
+version = "0.32.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a6a622008b6e321afc04970976f62ee297fdbaa6f95318ca343e3eebb9648441"
+dependencies = [
+ "memchr",
+]
+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d139f545f64630e2e3688fd9f81c470888ab01edeb72d13b4e86c566f1130000"
+dependencies = [
+ "async-trait",
+ "base64",
+ "bytes",
+ "chrono",
+ "futures",
+ "humantime",
+ "hyper",
+ "itertools",
+ "parking_lot",
+ "percent-encoding",
+ "quick-xml",
+ "rand",
+ "reqwest",
+ "ring",
+ "serde",
+ "serde_json",
+ "snafu",
+ "tokio",
+ "tracing",
+ "url",
+ "walkdir",
+]
+
 [[package]]
 name = "once_cell"
 version = "1.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3fdb12b2476b595f9358c5161aa467c2438859caa136dec86c26fdd2efe17b92"
 
+[[package]]
+name = "openssl-probe"
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+checksum = "ff011a302c396a5197692431fc1948019154afc178baf7d8e37367442a4601cf"
+
 [[package]]
 name = "parking_lot"
 version = "0.12.1"
@@ -230,12 +750,36 @@ dependencies = [
  "windows-targets 0.48.5",
 ]
 
+[[package]]
+name = "percent-encoding"
+version = "2.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e3148f5046208a5d56bcfc03053e3ca6334e51da8dfb19b6cdc8b306fae3283e"
+
+[[package]]
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+checksum = "8afb450f006bf6385ca15ef45d71d2288452bc3683ce2e2cacc0d18e4be60b58"
+
+[[package]]
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+checksum = "8b870d8c151b6f2fb93e84a13146138f05d02ed11c7e7c54f8826aaaf7c9f184"
+
 [[package]]
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 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7170ef9988bc169ba16dd36a7fa041e5c4cbeb6a35b76d4c03daded371eae7c0"
 
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5b40af805b3121feab8a3c29f04d8ad262fa8e0561883e7653e024ae4479e6de"
+
 [[package]]
 name = "proc-macro2"
 version = "1.0.78"
@@ -292,7 +836,7 @@ dependencies = [
  "proc-macro2",
  "pyo3-macros-backend",
  "quote",
- "syn",
+ "syn 2.0.50",
 ]
 
 [[package]]
@@ -305,11 +849,21 @@ dependencies = [
  "proc-macro2",
  "pyo3-build-config",
  "quote",
- "syn",
+ "syn 2.0.50",
 ]
 
 [[package]]
-name = "quote"
+name = "quick-xml"
+version = "0.31.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1004a344b30a54e2ee58d66a71b32d2db2feb0a31f9a2d302bf0536f15de2a33"
+dependencies = [
+ "memchr",
+ "serde",
+]
+
+[[package]]
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 checksum = "291ec9ab5efd934aaf503a6466c5d5251535d108ee747472c3977cc5acc868ef"
@@ -317,6 +871,36 @@ dependencies = [
  "proc-macro2",
 ]
 
+[[package]]
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+version = "0.8.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "34af8d1a0e25924bc5b7c43c079c942339d8f0a8b57c39049bef581b46327404"
+dependencies = [
+ "libc",
+ "rand_chacha",
+ "rand_core",
+]
+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e6c10a63a0fa32252be49d21e7709d4d4baf8d231c2dbce1eaa8141b9b127d88"
+dependencies = [
+ "ppv-lite86",
+ "rand_core",
+]
+
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+checksum = "ec0be4795e2f6a28069bec0b5ff3e2ac9bafc99e6a9a7dc3547996c5c816922c"
+dependencies = [
+ "getrandom",
+]
+
 [[package]]
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@@ -332,6 +916,70 @@ dependencies = [
  "bitflags 1.3.2",
 ]
 
+[[package]]
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+dependencies = [
+ "base64",
+ "bytes",
+ "encoding_rs",
+ "futures-core",
+ "futures-util",
+ "h2",
+ "http",
+ "http-body",
+ "hyper",
+ "hyper-rustls",
+ "ipnet",
+ "js-sys",
+ "log",
+ "mime",
+ "once_cell",
+ "percent-encoding",
+ "pin-project-lite",
+ "rustls",
+ "rustls-native-certs",
+ "rustls-pemfile",
+ "serde",
+ "serde_json",
+ "serde_urlencoded",
+ "sync_wrapper",
+ "system-configuration",
+ "tokio",
+ "tokio-rustls",
+ "tokio-util",
+ "tower-service",
+ "url",
+ "wasm-bindgen",
+ "wasm-bindgen-futures",
+ "wasm-streams",
+ "web-sys",
+ "winreg",
+]
+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c17fa4cb658e3583423e915b9f3acc01cceaee1860e33d59ebae66adc3a2dc0d"
+dependencies = [
+ "cc",
+ "cfg-if",
+ "getrandom",
+ "libc",
+ "spin",
+ "untrusted",
+ "windows-sys 0.52.0",
+]
+
+[[package]]
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+
 [[package]]
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@@ -348,7 +996,74 @@ dependencies = [
  "errno",
  "libc",
  "linux-raw-sys",
- "windows-sys",
+ "windows-sys 0.52.0",
+]
+
+[[package]]
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+dependencies = [
+ "log",
+ "ring",
+ "rustls-webpki",
+ "sct",
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+
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+checksum = "a9aace74cb666635c918e9c12bc0d348266037aa8eb599b5cba565709a8dff00"
+dependencies = [
+ "openssl-probe",
+ "rustls-pemfile",
+ "schannel",
+ "security-framework",
+]
+
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+checksum = "1c74cae0a4cf6ccbbf5f359f08efdf8ee7e1dc532573bf0db71968cb56b1448c"
+dependencies = [
+ "base64",
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+
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+checksum = "8b6275d1ee7a1cd780b64aca7726599a1dbc893b1e64144529e55c3c2f745765"
+dependencies = [
+ "ring",
+ "untrusted",
+]
+
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+checksum = "e86697c916019a8588c99b5fac3cead74ec0b4b819707a682fd4d23fa0ce1ba1"
+
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+checksum = "93fc1dc3aaa9bfed95e02e6eadabb4baf7e3078b0bd1b4d7b6b0b68378900502"
+dependencies = [
+ "winapi-util",
+]
+
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+checksum = "fbc91545643bcf3a0bbb6569265615222618bdf33ce4ffbbd13c4bbd4c093534"
+dependencies = [
+ "windows-sys 0.52.0",
 ]
 
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 checksum = "94143f37725109f92c262ed2cf5e59bce7498c01bcc1502d7b9afe439a4e9f49"
 
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+dependencies = [
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+
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+dependencies = [
+ "bitflags 1.3.2",
+ "core-foundation",
+ "core-foundation-sys",
+ "libc",
+ "security-framework-sys",
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+
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+dependencies = [
+ "core-foundation-sys",
+ "libc",
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+
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+
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+ "syn 2.0.50",
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+dependencies = [
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+]
+
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+dependencies = [
+ "libc",
+ "windows-sys 0.52.0",
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+
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+dependencies = [
+ "proc-macro2",
+ "quote",
+ "unicode-ident",
+]
+
 [[package]]
 name = "syn"
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@@ -374,6 +1223,33 @@ dependencies = [
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 ]
 
+[[package]]
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+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
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+
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+dependencies = [
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+ "core-foundation",
+ "system-configuration-sys",
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+dependencies = [
+ "core-foundation-sys",
+ "libc",
+]
+
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@@ -389,7 +1265,7 @@ dependencies = [
  "cfg-if",
  "fastrand",
  "rustix",
- "windows-sys",
+ "windows-sys 0.52.0",
 ]
 
 [[package]]
@@ -403,24 +1279,329 @@ dependencies = [
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 ]
 
+[[package]]
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+
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+ "backtrace",
+ "bytes",
+ "libc",
+ "mio",
+ "num_cpus",
+ "pin-project-lite",
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+ "tokio-macros",
+ "windows-sys 0.48.0",
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+
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+ "wasm-bindgen-macro",
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+ "log",
+ "once_cell",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.50",
+ "wasm-bindgen-shared",
+]
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+ "js-sys",
+ "wasm-bindgen",
+ "wasm-bindgen-futures",
+ "web-sys",
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+ "js-sys",
+ "wasm-bindgen",
+]
+
 [[package]]
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 version = "0.1.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "53a85b86a771b1c87058196170769dd264f66c0782acf1ae6cc51bfd64b39082"
 
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+checksum = "5c839a674fcd7a98952e593242ea400abe93992746761e38641405d28b00f419"
+dependencies = [
+ "winapi-i686-pc-windows-gnu",
+ "winapi-x86_64-pc-windows-gnu",
+]
+
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+
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+checksum = "f29e6f9198ba0d26b4c9f07dbe6f9ed633e1f3d5b8b414090084349e46a52596"
+dependencies = [
+ "winapi",
+]
+
+[[package]]
+name = "winapi-x86_64-pc-windows-gnu"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f"
+
+[[package]]
+name = "windows-core"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "33ab640c8d7e35bf8ba19b884ba838ceb4fba93a4e8c65a9059d08afcfc683d9"
+dependencies = [
+ "windows-targets 0.52.3",
+]
+
+[[package]]
+name = "windows-sys"
+version = "0.48.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "677d2418bec65e3338edb076e806bc1ec15693c5d0104683f2efe857f61056a9"
+dependencies = [
+ "windows-targets 0.48.5",
+]
+
 [[package]]
 name = "windows-sys"
 version = "0.52.0"
@@ -543,3 +1724,13 @@ name = "windows_x86_64_msvc"
 version = "0.52.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0770833d60a970638e989b3fa9fd2bb1aaadcf88963d1659fd7d9990196ed2d6"
+
+[[package]]
+name = "winreg"
+version = "0.50.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "524e57b2c537c0f9b1e69f1965311ec12182b4122e45035b1508cd24d2adadb1"
+dependencies = [
+ "cfg-if",
+ "windows-sys 0.48.0",
+]
diff --git a/Cargo.toml b/Cargo.toml
index 5d16a2d..c07223b 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -10,10 +10,14 @@ name = "cog3pio"
 crate-type = ["cdylib"]
 
 [dependencies]
+bytes = "1.5.0"
 ndarray = "0.15.6"
 numpy = "0.20.0"
+object_store = { version = "0.9.0", features = ["http"] }
 pyo3 = { version = "0.20.3", features = ["abi3-py310", "extension-module"] }
 tiff = "0.9.1"
+tokio = { version = "1.36.0", features = ["rt-multi-thread"] }
+url = "2.5.0"
 
 [dev-dependencies]
 tempfile = "3.10.1"
diff --git a/README.md b/README.md
index aea4da9..da307af 100644
--- a/README.md
+++ b/README.md
@@ -4,6 +4,80 @@ Cloud-optimized GeoTIFF ... Parallel I/O
 
 Yet another attempt at creating a GeoTIFF reader, in Rust, with Python bindings.
 
+
+## Installation
+
+### Rust
+
+    cargo add --git https://github.com/weiji14/cog3pio.git
+
+### Python
+
+    pip install git+https://github.com/weiji14/cog3pio.git
+
+> [!TIP]
+> The API for this crate/library is still unstable and subject to change, so you may
+> want to pin to a specific git commit using either:
+> - `cargo add --git https://github.com/weiji14/cog3pio.git --rev <sha>`
+> - `pip install git+https://github.com/weiji14/cog3pio.git@<sha>`
+>
+> where `<sha>` is a commit hashsum obtained from
+> https://github.com/weiji14/cog3pio/commits/main
+
+
+## Usage
+
+### Rust
+
+```rust
+use std::io::Cursor;
+
+use bytes::Bytes;
+use cog3pio::io::geotiff::read_geotiff;
+use ndarray::Array2;
+use object_store::path::Path;
+use object_store::{parse_url, GetResult, ObjectStore};
+use tokio;
+use url::Url;
+
+#[tokio::main]
+async fn main() {
+    let cog_url: &str =
+        "https://github.com/cogeotiff/rio-tiler/raw/6.4.0/tests/fixtures/cog_nodata_nan.tif";
+    let tif_url: Url = Url::parse(cog_url).unwrap();
+    let (store, location): (Box<dyn ObjectStore>, Path) = parse_url(&tif_url).unwrap();
+
+    let stream: Cursor<Bytes> = {
+        let result: GetResult = store.get(&location).await.unwrap();
+        let bytes: Bytes = result.bytes().await.unwrap();
+        Cursor::new(bytes)
+    };
+
+    let arr: Array2<f32> = read_geotiff(stream).unwrap();
+    assert_eq!(arr.dim(), (549, 549));
+    assert_eq!(arr[[500, 500]], 0.13482364);
+}
+```
+
+### Python
+
+```python
+import numpy as np
+from cog3pio import read_geotiff
+
+array: np.ndarray = read_geotiff(
+    path="https://github.com/cogeotiff/rio-tiler/raw/6.4.0/tests/fixtures/cog_nodata_nan.tif"
+)
+assert array.shape == (549, 549)
+assert array.dtype == "float32"
+```
+
+> [!NOTE]
+> Currently, this crate/library only supports reading single-band float32 GeoTIFF files,
+> i.e. multi-band and other dtypes (e.g. uint16) don't work yet. See roadmap below on
+> future plans.
+
+
 ## Roadmap
 
 Short term (Q1 2024):
@@ -11,7 +85,7 @@ Short term (Q1 2024):
       [`ndarray`](https://github.com/rust-ndarray/ndarray)
 - [ ] Multi-band reader (relying on
       [`image-tiff`](https://github.com/image-rs/image-tiff))
-- [ ] Read from remote storage (using
+- [x] Read from remote storage (using
       [`object-store`](https://github.com/apache/arrow-rs/tree/object_store_0.9.0/object_store))
 
 Medium term (Q2 2024):
@@ -20,6 +94,7 @@ Medium term (Q2 2024):
 - [ ] Parallel reader (TBD on multi-threaded or asynchronous)
 - [ ] Direct-to-GPU loading
 
+
 ## Related crates
 
 - https://github.com/georust/geotiff
diff --git a/python/tests/test_io_geotiff.py b/python/tests/test_io_geotiff.py
index 3b48a40..0a461b7 100644
--- a/python/tests/test_io_geotiff.py
+++ b/python/tests/test_io_geotiff.py
@@ -8,7 +8,7 @@
 
 from cog3pio import read_geotiff
 
-
+# %%
 @pytest.fixture(scope="module", name="geotiff_path")
 def fixture_geotiff_path():
     """
@@ -31,3 +31,57 @@ def test_read_geotiff_local(geotiff_path):
     array = read_geotiff(path=geotiff_path)
     assert array.shape == (20, 20)
     assert array.dtype == "float32"
+
+
+@pytest.mark.benchmark
+def test_read_geotiff_remote():
+    """
+    Read a GeoTIFF file from a remote URL.
+    """
+    array = read_geotiff(
+        path="https://github.com/pka/georaster/raw/v0.1.0/data/tiff/float32.tif"
+    )
+    assert array.shape == (20, 20)
+    assert array.dtype == "float32"
+
+
+def test_read_geotiff_invalid_filepath():
+    """
+    Check that a ValueError is raised when an invalid filepath is passed to read_geotiff.
+    """
+    with pytest.raises(ValueError, match=r"Cannot parse path: \\invalid\\path"):
+        read_geotiff(path=r"\invalid\path")
+
+
+def test_read_geotiff_invalid_remote_url():
+    """
+    Check that a ValueError is raised when an invalid remote url is passed to read_geotiff.
+    """
+    with pytest.raises(ValueError, match="Cannot parse url: protocol://file.ext"):
+        read_geotiff(path="protocol://file.ext")
+
+
+def test_read_geotiff_missing_url():
+    """
+    Check that a FileNotFoundError is raised when a url pointing to a non-existent file
+    is passed to read_geotiff.
+    """
+    with pytest.raises(
+        FileNotFoundError, match="Cannot find file: https://example.com/geo.tif"
+    ):
+        read_geotiff(path="https://example.com/geo.tif")
+
+
+def test_read_geotiff_unsupported_dtype():
+    """
+    Check that a ValueError is raised when an unsupported GeoTIFF (of ComplexInt16 type)
+    is passed to read_geotiff.
+    """
+    with pytest.raises(
+        ValueError,
+        match="Cannot read GeoTIFF because: "
+        "The Decoder does not support the image format ",
+    ):
+        read_geotiff(
+            path="https://github.com/corteva/rioxarray/raw/0.15.1/test/test_data/input/cint16.tif"
+        )
diff --git a/src/io/geotiff.rs b/src/io/geotiff.rs
index b7ddd95..37760bf 100644
--- a/src/io/geotiff.rs
+++ b/src/io/geotiff.rs
@@ -1,27 +1,26 @@
 use std::io::{Read, Seek};
 
-use ndarray::{Array2, ShapeError};
+use ndarray::Array2;
 use tiff::decoder::{DecodingResult, Limits};
+use tiff::{TiffError, TiffFormatError};
 
 /// Synchronously read a GeoTIFF file into an [`ndarray::Array`]
-pub fn read_geotiff<R: Read + Seek>(stream: R) -> Result<Array2<f32>, ShapeError> {
+pub fn read_geotiff<R: Read + Seek>(stream: R) -> Result<Array2<f32>, TiffError> {
     // Open TIFF stream with decoder
-    let mut decoder = tiff::decoder::Decoder::new(stream).expect("Cannot create tiff decoder");
+    let mut decoder = tiff::decoder::Decoder::new(stream)?;
     decoder = decoder.with_limits(Limits::unlimited());
 
     // Get image dimensions
-    let dimensions: (u32, u32) = decoder.dimensions().expect("Cannot parse image dimensions");
-    let width = dimensions.0 as usize;
-    let height = dimensions.1 as usize;
+    let (width, height): (u32, u32) = decoder.dimensions()?;
 
     // Get image pixel data
-    let DecodingResult::F32(img_data) = decoder.read_image().expect("Cannot decode tiff image")
-    else {
+    let DecodingResult::F32(img_data) = decoder.read_image()? else {
         panic!("Cannot read band data")
     };
 
     // Put image pixel data into an ndarray
-    let vec_data = Array2::from_shape_vec((height, width), img_data)?;
+    let vec_data = Array2::from_shape_vec((height as usize, width as usize), img_data)
+        .map_err(|_| TiffFormatError::InvalidDimensions(height, width))?;
 
     Ok(vec_data)
 }
diff --git a/src/lib.rs b/src/lib.rs
index 7530a31..2f066f2 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -8,38 +8,113 @@
 //! **Note**: For Python users, there are also bindings (via [`pyo3`]) to read GeoTIFF files into
 //! `numpy.ndarray` objects (i.e. similar to [`rasterio`](https://github.com/rasterio/rasterio)).
 //! This is done via the [`numpy`] crate which enables passing data from Rust to Python.
+//!
+//! # Examples
+//!
+//! Read a GeoTIFF file retrieved via the [`object_store`] crate, and pass it into the
+//! [`read_geotiff`](./io/geotiff/fn.read_geotiff.html) function.
+//!
+//! ```rust
+//! use std::io::Cursor;
+//!
+//! use bytes::Bytes;
+//! use cog3pio::io::geotiff::read_geotiff;
+//! use ndarray::Array2;
+//! use object_store::path::Path;
+//! use object_store::{parse_url, GetResult, ObjectStore};
+//! use tokio;
+//! use url::Url;
+//!
+//! #[tokio::main]
+//! async fn main() {
+//!     let cog_url: &str =
+//!         "https://github.com/cogeotiff/rio-tiler/raw/6.4.0/tests/fixtures/cog_nodata_nan.tif";
+//!     let tif_url: Url = Url::parse(cog_url).unwrap();
+//!     let (store, location): (Box<dyn ObjectStore>, Path) = parse_url(&tif_url).unwrap();
+//!
+//!     let stream: Cursor<Bytes> = {
+//!         let result: GetResult = store.get(&location).await.unwrap();
+//!         let bytes: Bytes = result.bytes().await.unwrap();
+//!         Cursor::new(bytes)
+//!     };
+//!
+//!     let arr: Array2<f32> = read_geotiff(stream).unwrap();
+//!     assert_eq!(arr.dim(), (549, 549));
+//!     assert_eq!(arr[[500, 500]], 0.13482364);
+//! }
+//! ```
 
 /// Modules for handling Input/Output of GeoTIFF data
 pub mod io;
 
-use std::fs::File;
+use std::io::Cursor;
 
+use bytes::Bytes;
 use ndarray::Dim;
 use numpy::{PyArray, ToPyArray};
+use object_store::{parse_url, ObjectStore};
+use pyo3::exceptions::{PyBufferError, PyFileNotFoundError, PyValueError};
 use pyo3::prelude::{pyfunction, pymodule, PyModule, PyResult, Python};
-use pyo3::wrap_pyfunction;
+use pyo3::{wrap_pyfunction, PyErr};
+use url::Url;
 
 /// Read a GeoTIFF file from a path on disk into an ndarray
 ///
 /// Parameters
 /// ----------
 /// path : str
-///     The path to the file.
+///     The path to the file, or a url to a remote file.
 ///
 /// Returns
 /// -------
 /// array : np.ndarray
 ///     2D array containing the GeoTIFF pixel data.
+///
+/// Examples
+/// --------
+/// from cog3pio import read_geotiff
+///
+/// array = read_geotiff("https://github.com/pka/georaster/raw/v0.1.0/data/tiff/float32.tif")
+/// assert array.shape == (20, 20)
 #[pyfunction]
 #[pyo3(name = "read_geotiff")]
 fn read_geotiff_py<'py>(
     path: &str,
     py: Python<'py>,
 ) -> PyResult<&'py PyArray<f32, Dim<[usize; 2]>>> {
-    // Open TIFF file from path
-    let file = File::open(path).expect("Cannot find GeoTIFF file");
+    // Parse URL into ObjectStore and path
+    let file_or_url = match Url::from_file_path(path) {
+        // Parse local filepath
+        Ok(filepath) => filepath,
+        // Parse remote URL
+        Err(_) => Url::parse(path)
+            .map_err(|_| PyValueError::new_err(format!("Cannot parse path: {path}")))?,
+    };
+    let (store, location) = parse_url(&file_or_url)
+        .map_err(|_| PyValueError::new_err(format!("Cannot parse url: {file_or_url}")))?;
+
+    // Initialize async runtime
+    let runtime = tokio::runtime::Builder::new_current_thread()
+        .enable_all()
+        .build()?;
+
+    // Get TIFF file stream asynchronously
+    let stream = runtime.block_on(async {
+        let result = store
+            .get(&location)
+            .await
+            .map_err(|_| PyFileNotFoundError::new_err(format!("Cannot find file: {path}")))?;
+        let bytes = result.bytes().await.map_err(|_| {
+            PyBufferError::new_err(format!("Failed to stream data from {path} into bytes."))
+        })?;
+        // Return cursor to in-memory buffer
+        Ok::<Cursor<Bytes>, PyErr>(Cursor::new(bytes))
+    })?;
+
     // Get image pixel data as an ndarray
-    let vec_data = io::geotiff::read_geotiff(file).expect("Cannot read GeoTIFF");
+    let vec_data = io::geotiff::read_geotiff(stream)
+        .map_err(|err| PyValueError::new_err(format!("Cannot read GeoTIFF because: {err}")))?;
+
     // Convert from ndarray (Rust) to numpy ndarray (Python)
     Ok(vec_data.to_pyarray(py))
 }